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path: root/test-data/slideshow/PictureLengthZero.ppt
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ofshex dumpascii
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1560 00 01 00 00 00 05 00 00 20 01 20 01 00 00 00 00 00 05 00 00 40 02 40 02 00 00 00 00 00 05 00 00 ....................@.@.........
1580 60 03 60 03 00 00 00 00 00 05 00 00 80 04 80 04 00 00 00 00 0f 00 0b 04 78 01 00 00 0f 00 00 f0 `.`.....................x.......
15a0 70 01 00 00 00 00 06 f0 b8 00 00 00 04 54 00 00 16 00 00 00 97 00 00 00 0c 00 00 00 01 00 00 00 p............T..................
15c0 07 00 00 00 02 00 00 00 04 00 00 00 00 00 00 00 06 00 00 00 00 00 00 00 06 00 00 00 05 00 00 00 ................................
15e0 04 00 00 00 06 00 00 00 04 00 00 00 07 00 00 00 04 00 00 00 08 00 00 00 44 00 00 00 09 00 00 00 ........................D.......
1600 97 00 00 00 0a 00 00 00 1a 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
1620 08 00 00 00 0e 00 00 00 04 00 00 00 00 00 00 00 0a 00 00 00 10 00 00 00 13 00 00 00 00 00 00 00 ................................
1640 08 00 00 00 12 00 00 00 21 00 00 00 00 00 00 00 06 00 00 00 00 00 00 00 08 00 00 00 15 00 00 00 ........!.......................
1660 04 00 00 00 2f 00 01 f0 58 00 00 00 32 00 07 f0 24 00 00 00 03 04 c7 ed ce e0 bd b6 4d a0 bd 73 ..../...X...2...$...........M..s
1680 9e 36 8a 17 ce 5f ff 00 1f 02 00 00 01 00 00 00 00 00 00 00 00 00 00 00 32 00 07 f0 24 00 00 00 .6..._..................2...$...
16a0 03 04 9b ff c8 b7 07 b5 b6 a8 d1 01 ea 88 f6 a5 b6 b4 ff 00 04 02 00 00 01 00 00 00 1f 02 00 00 ................................
16c0 00 00 00 00 83 00 0b f0 30 00 00 00 81 01 04 00 00 08 83 01 00 00 00 08 86 41 00 00 00 00 bf 01 ........0................A......
16e0 10 00 10 00 c0 01 01 00 00 08 c5 41 00 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 40 00 1e f1 ...........A................@...
1700 10 00 00 00 04 00 00 08 01 00 00 08 02 00 00 08 f7 00 00 10 1f 00 f0 0f 1c 00 00 00 00 00 f3 03 ................................
1720 14 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 80 00 00 00 00 0f 00 d0 07 33 01 00 00 ............................3...
1740 1f 00 14 04 1c 00 00 00 00 00 15 04 14 00 00 00 ba 93 b0 f6 00 ca 9a 3b ad 07 94 c7 00 ca 9a 3b .......................;.......;
1760 01 01 00 00 0f 00 fa 03 67 00 00 00 00 00 fe 03 03 00 00 00 00 01 00 00 00 fd 03 34 00 00 00 42 ........g..................4...B
1780 00 00 00 64 00 00 00 42 00 00 00 64 00 00 00 08 00 00 00 00 00 00 00 04 a6 12 00 3a 41 09 30 00 ...d...B...d...............:A.0.
17a0 00 00 00 00 00 00 00 88 ff ff ff bc fe ff ff 01 00 12 00 70 00 fb 03 08 00 00 00 00 00 00 00 70 ...................p...........p
17c0 08 00 00 70 00 fb 03 08 00 00 00 01 00 00 00 40 0b 00 00 1f 00 13 04 3c 00 00 00 00 00 fd 03 34 ...p...........@.......<.......4
17e0 00 00 00 64 00 00 00 64 00 00 00 64 00 00 00 64 00 00 00 30 a6 12 00 ea 24 09 30 6c a7 12 00 40 ...d...d...d...d...0....$.0l...@
1800 9f ee 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 12 00 1f 00 ff 03 14 00 00 00 02 ................................
1820 00 00 04 0c 00 00 00 00 00 00 00 00 00 00 00 02 00 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 .......................8.......0
1840 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 ..........._._._.P.P.T.1.0......
1860 00 00 00 00 00 0d 04 08 00 00 00 00 c0 00 00 00 c0 00 00 0f 00 f0 0f 35 15 00 00 00 00 f3 03 14 .......................5........
1880 00 00 00 03 00 00 00 00 00 00 00 02 00 00 00 00 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 06 ................................
18a0 00 00 00 00 00 a8 0f 21 00 00 00 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 69 64 64 65 6e 20 4d .......!...Tagging.with.Hidden.M
18c0 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 10 00 9f 0f 04 00 00 00 05 00 00 00 00 00 a8 0f 3c 00 00 00 arkov.Models................<...
18e0 43 4d 50 54 20 38 38 32 20 46 69 6e 61 6c 20 50 72 6f 6a 65 63 74 0d 43 68 72 69 73 20 44 65 6d CMPT.882.Final.Project.Chris.Dem
1900 77 65 6c 6c 0d 53 69 6d 6f 6e 20 46 72 61 73 65 72 20 55 6e 69 76 65 72 73 69 74 79 00 00 aa 0f well.Simon.Fraser.University....
1920 1a 00 00 00 1d 00 00 00 00 00 00 00 07 00 00 00 01 00 00 00 03 00 19 00 00 00 00 00 00 00 00 00 ................................
1940 f3 03 14 00 00 00 04 00 00 00 00 00 00 00 02 00 00 00 01 01 00 00 00 00 00 00 00 00 9f 0f 04 00 ................................
1960 00 00 00 00 00 00 00 00 a8 0f 10 00 00 00 54 68 65 20 54 61 67 67 69 6e 67 20 54 61 73 6b 10 00 ..............The.Tagging.Task..
1980 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ab 00 00 00 49 64 65 6e 74 69 66 69 63 61 74 69 6f 6e ..................Identification
19a0 20 6f 66 20 74 68 65 20 70 61 72 74 20 6f 66 20 73 70 65 65 63 68 20 6f 66 20 65 61 63 68 20 77 .of.the.part.of.speech.of.each.w
19c0 6f 72 64 20 6f 66 20 61 20 63 6f 72 70 75 73 0d 0d 53 75 70 65 72 76 69 73 65 64 3a 20 54 72 61 ord.of.a.corpus..Supervised:.Tra
19e0 69 6e 69 6e 67 20 63 6f 72 70 75 73 20 70 72 6f 76 69 64 65 64 20 63 6f 6e 73 69 73 74 69 6e 67 ining.corpus.provided.consisting
1a00 20 6f 66 20 63 6f 72 72 65 63 74 6c 79 20 74 61 67 67 65 64 20 74 65 78 74 0d 0d 55 6e 73 75 70 .of.correctly.tagged.text..Unsup
1a20 65 72 76 69 73 65 64 3a 20 55 73 65 73 20 6f 6e 6c 79 20 70 6c 61 69 6e 20 74 65 78 74 00 00 f3 ervised:.Uses.only.plain.text...
1a40 03 14 00 00 00 06 00 00 00 04 00 00 00 02 00 00 00 04 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 ................................
1a60 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c .............Hidden.Markov.Model
1a80 73 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 52 00 00 00 4f 62 73 65 72 76 61 62 6c s.1................R...Observabl
1aa0 65 20 73 74 61 74 65 73 20 28 63 6f 72 70 75 73 20 74 65 78 74 29 20 67 65 6e 65 72 61 74 65 64 e.states.(corpus.text).generated
1ac0 20 62 79 20 68 69 64 64 65 6e 20 73 74 61 74 65 73 20 28 74 61 67 73 29 0d 47 65 6e 65 72 61 74 .by.hidden.states.(tags).Generat
1ae0 69 76 65 20 6d 6f 64 65 6c 00 00 f3 03 14 00 00 00 07 00 00 00 00 00 00 00 02 00 00 00 03 01 00 ive.model.......................
1b00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 .........................Hidden.
1b20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 32 Markov.Models.2................2
1b40 02 00 00 4d 00 6f 00 64 00 65 00 6c 00 3a 00 20 00 bb 03 20 00 3d 00 20 00 7b 00 41 00 2c 00 20 ...M.o.d.e.l.:.......=...{.A.,..
1b60 00 42 00 2c 00 20 00 c0 03 7d 00 0d 00 41 00 3a 00 20 00 53 00 74 00 61 00 74 00 65 00 20 00 74 .B.,.....}...A.:...S.t.a.t.e...t
1b80 00 72 00 61 00 6e 00 73 00 69 00 74 00 69 00 6f 00 6e 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 .r.a.n.s.i.t.i.o.n...p.r.o.b.a.b
1ba0 00 69 00 6c 00 69 00 74 00 79 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 61 00 69 00 2c .i.l.i.t.y...m.a.t.r.i.x...a.i.,
1bc0 00 6a 00 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 .j...=...p.r.o.b.a.b.i.l.i.t.y..
1be0 00 6f 00 66 00 20 00 63 00 68 00 61 00 6e 00 67 00 69 00 6e 00 67 00 20 00 66 00 72 00 6f 00 6d .o.f...c.h.a.n.g.i.n.g...f.r.o.m
1c00 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 00 20 00 74 00 6f 00 20 00 73 00 74 00 61 00 74 ...s.t.a.t.e...i...t.o...s.t.a.t
1c20 00 65 00 20 00 6a 00 0d 00 42 00 3a 00 20 00 45 00 6d 00 69 00 73 00 73 00 69 00 6f 00 6e 00 20 .e...j...B.:...E.m.i.s.s.i.o.n..
1c40 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6d 00 61 00 74 00 72 .p.r.o.b.a.b.i.l.i.t.y...m.a.t.r
1c60 00 69 00 78 00 0d 00 62 00 6a 00 2c 00 6b 00 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 .i.x...b.j.,.k...=...p.r.o.b.a.b
1c80 00 69 00 6c 00 69 00 74 00 79 00 20 00 74 00 68 00 61 00 74 00 20 00 77 00 6f 00 72 00 64 00 20 .i.l.i.t.y...t.h.a.t...w.o.r.d..
1ca0 00 61 00 74 00 20 00 6c 00 6f 00 63 00 61 00 74 00 69 00 6f 00 6e 00 20 00 6b 00 20 00 69 00 73 .a.t...l.o.c.a.t.i.o.n...k...i.s
1cc0 00 20 00 61 00 73 00 73 00 6f 00 63 00 69 00 61 00 74 00 65 00 64 00 20 00 77 00 69 00 74 00 68 ...a.s.s.o.c.i.a.t.e.d...w.i.t.h
1ce0 00 20 00 74 00 61 00 67 00 20 00 6a 00 0d 00 c0 03 3a 00 20 00 49 00 6e 00 74 00 69 00 61 00 6c ...t.a.g...j.....:...I.n.t.i.a.l
1d00 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 ...s.t.a.t.e...p.r.o.b.a.b.i.l.i
1d20 00 74 00 79 00 0d 00 c0 03 69 00 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c .t.y.....i...=...p.r.o.b.a.b.i.l
1d40 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 73 00 74 00 61 00 72 00 74 00 69 00 6e 00 67 00 20 .i.t.y...o.f...s.t.a.r.t.i.n.g..
1d60 00 69 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 00 00 00 a1 0f 38 01 00 00 3c 00 00 .i.n...s.t.a.t.e...i.....8...<..
1d80 00 00 00 00 10 00 00 5a 00 37 00 00 00 01 00 00 10 00 00 5a 00 1f 00 00 00 00 00 00 10 00 00 5a .......Z.7.........Z...........Z
1da0 00 44 00 00 00 01 00 00 10 00 00 5a 00 1c 00 00 00 00 00 00 10 00 00 5a 00 28 00 00 00 01 00 00 .D.........Z...........Z.(......
1dc0 10 00 00 5a 00 07 00 00 00 00 00 00 00 01 00 00 00 00 04 20 00 00 04 00 00 0a 00 00 00 00 08 00 ...Z............................
1de0 00 00 08 2a 00 00 00 00 0c 20 00 00 0c 00 00 01 00 00 00 00 0c 20 00 00 0c 00 00 03 00 00 00 00 ...*............................
1e00 0c 28 00 00 0c 00 00 e7 ff 31 00 00 00 00 0c 20 00 00 0c 00 00 02 00 00 00 02 0c 20 00 02 0c 00 .(.......1......................
1e20 00 1f 00 00 00 00 10 20 00 00 10 00 00 01 00 00 00 00 10 20 00 00 10 00 00 03 00 00 00 00 10 28 ...............................(
1e40 00 00 10 00 00 e7 ff 25 00 00 00 00 10 20 00 00 10 00 00 01 00 00 00 02 10 20 00 02 10 00 00 18 .......%........................
1e60 00 00 00 00 10 20 00 00 10 00 00 02 00 00 00 02 10 20 00 02 10 00 00 1c 00 00 00 00 14 20 00 00 ................................
1e80 14 00 00 01 00 00 00 00 18 20 00 00 18 00 00 01 00 00 00 00 18 28 00 00 18 00 00 e7 ff 24 00 00 .....................(.......$..
1ea0 00 00 18 20 00 00 18 00 00 02 00 00 00 02 18 20 00 02 18 00 00 00 00 aa 0f a4 00 00 00 07 00 00 ................................
1ec0 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 00 00 01 00 00 00 07 ................................
1ee0 00 00 00 00 00 08 04 00 00 29 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 03 00 52 00 00 00 00 .........).................R....
1f00 00 00 00 04 00 00 00 01 00 00 00 03 00 40 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 .............@..................
1f20 04 00 00 02 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 03 00 13 00 00 00 00 00 00 00 01 00 00 ................................
1f40 00 07 00 00 00 00 00 08 04 00 00 26 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 ...........&....................
1f60 00 00 00 f3 03 14 00 00 00 0c 00 00 00 00 00 00 00 02 00 00 00 07 01 00 00 00 00 00 00 00 00 9f ................................
1f80 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d .................Hidden.Markov.M
1fa0 6f 64 65 6c 73 20 33 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 44 03 00 00 54 00 65 00 72 odels.3................D...T.e.r
1fc0 00 6d 00 73 00 20 00 69 00 6e 00 20 00 74 00 68 00 69 00 73 00 20 00 70 00 72 00 65 00 73 00 65 .m.s...i.n...t.h.i.s...p.r.e.s.e
1fe0 00 6e 00 74 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 0d 00 4e 00 3a 00 20 00 4e 00 75 00 6d 00 62 .n.t.a.t.i.o.n.....N.:...N.u.m.b
2000 00 65 00 72 00 20 00 6f 00 66 00 20 00 68 00 69 00 64 00 64 00 65 00 6e 00 20 00 73 00 74 00 61 .e.r...o.f...h.i.d.d.e.n...s.t.a
2020 00 74 00 65 00 73 00 20 00 69 00 6e 00 20 00 65 00 61 00 63 00 68 00 20 00 63 00 6f 00 6c 00 75 .t.e.s...i.n...e.a.c.h...c.o.l.u
2040 00 6d 00 6e 00 20 00 28 00 64 00 69 00 73 00 74 00 69 00 6e 00 63 00 74 00 20 00 74 00 61 00 67 .m.n...(.d.i.s.t.i.n.c.t...t.a.g
2060 00 73 00 29 00 0d 00 54 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 20 .s.)...T.:...N.u.m.b.e.r...o.f..
2080 00 63 00 6f 00 6c 00 75 00 6d 00 6e 00 73 00 20 00 69 00 6e 00 20 00 74 00 72 00 65 00 6c 00 6c .c.o.l.u.m.n.s...i.n...t.r.e.l.l
20a0 00 69 00 73 00 20 00 28 00 74 00 69 00 6d 00 65 00 20 00 74 00 69 00 63 00 6b 00 73 00 29 00 0d .i.s...(.t.i.m.e...t.i.c.k.s.)..
20c0 00 4d 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 20 00 73 00 79 00 6d .M.:...N.u.m.b.e.r...o.f...s.y.m
20e0 00 62 00 6f 00 6c 00 73 00 20 00 28 00 64 00 69 00 73 00 74 00 69 00 6e 00 63 00 74 00 20 00 77 .b.o.l.s...(.d.i.s.t.i.n.c.t...w
2100 00 6f 00 72 00 64 00 73 00 29 00 0d 00 4f 00 3a 00 20 00 54 00 68 00 65 00 20 00 6f 00 62 00 73 .o.r.d.s.)...O.:...T.h.e...o.b.s
2120 00 65 00 72 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 00 28 00 74 00 68 00 65 00 20 00 75 00 6e .e.r.v.a.t.i.o.n...(.t.h.e...u.n
2140 00 74 00 61 00 67 00 67 00 65 00 64 00 20 00 74 00 65 00 78 00 74 00 29 00 0d 00 62 00 6a 00 28 .t.a.g.g.e.d...t.e.x.t.)...b.j.(
2160 00 74 00 29 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c .t.).:...T.h.e...p.r.o.b.a.b.i.l
2180 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 65 00 6d 00 69 00 74 00 74 00 69 00 6e 00 67 00 20 .i.t.y...o.f...e.m.i.t.t.i.n.g..
21a0 00 74 00 68 00 65 00 20 00 73 00 79 00 6d 00 62 00 6f 00 6c 00 20 00 66 00 6f 00 75 00 6e 00 64 .t.h.e...s.y.m.b.o.l...f.o.u.n.d
21c0 00 20 00 61 00 74 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 2c 00 20 00 67 00 69 00 76 00 65 ...a.t...t.i.c.k...t.,...g.i.v.e
21e0 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 6a 00 0d 00 b1 03 74 00 2c 00 6a 00 20 00 61 .n...s.t.a.t.e...j.....t.,.j...a
2200 00 6e 00 64 00 20 00 b2 03 74 00 2c 00 6a 00 20 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 .n.d.....t.,.j...:...T.h.e...p.r
2220 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 61 00 72 00 72 .o.b.a.b.i.l.i.t.y...o.f...a.r.r
2240 00 69 00 76 00 69 00 6e 00 67 00 20 00 61 00 74 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 .i.v.i.n.g...a.t...s.t.a.t.e...i
2260 00 20 00 69 00 6e 00 20 00 74 00 69 00 6d 00 65 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 2c ...i.n...t.i.m.e...t.i.c.k...t.,
2280 00 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 20 00 6f 00 62 00 73 00 65 00 72 ...g.i.v.e.n...t.h.e...o.b.s.e.r
22a0 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 00 62 00 65 00 66 00 6f 00 72 00 65 00 20 00 61 00 6e .v.a.t.i.o.n...b.e.f.o.r.e...a.n
22c0 00 64 00 20 00 61 00 66 00 74 00 65 00 72 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 20 00 28 .d...a.f.t.e.r...t.i.c.k...t...(
22e0 00 72 00 65 00 73 00 70 00 65 00 63 00 74 00 69 00 76 00 65 00 6c 00 79 00 29 00 0d 00 0d 00 00 .r.e.s.p.e.c.t.i.v.e.l.y.)......
2300 00 a1 0f 9e 00 00 00 1c 00 00 00 00 00 00 10 00 00 50 00 87 01 00 00 01 00 00 10 00 00 50 00 1c .................P...........P..
2320 00 00 00 00 00 02 00 1c 00 b5 00 00 00 00 04 02 00 00 04 18 00 01 00 00 00 00 04 0a 00 00 04 18 ................................
2340 00 e7 ff 4b 00 00 00 00 04 02 00 00 04 18 00 01 00 00 00 00 08 22 00 00 08 00 00 18 00 03 00 00 ...K................."..........
2360 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 06 00 00 00 00 08 22 00 00 08 00 00 18 00 03 00 00 00 00 ...*..............."............
2380 08 2a 00 00 08 00 00 18 00 e7 ff 78 00 00 00 00 08 22 00 00 08 00 00 18 00 01 00 00 00 00 0c 02 .*.........x....."..............
23a0 00 00 0c 18 00 00 00 aa 0f 7e 00 00 00 d0 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 03 00 49 .........~.....................I
23c0 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 05 ................................
23e0 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 01 ................................
2400 00 00 00 07 00 00 00 00 00 08 04 00 00 76 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 .............v..................
2420 04 00 00 01 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 08 00 00 00 04 00 00 00 02 00 00 00 05 ................................
2440 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 ...........................Hidde
2460 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 34 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 n.Markov.Models.4...............
2480 0f 76 00 00 00 41 00 20 00 69 00 73 00 20 00 61 00 20 00 4e 00 78 00 4e 00 20 00 6d 00 61 00 74 .v...A...i.s...a...N.x.N...m.a.t
24a0 00 72 00 69 00 78 00 0d 00 42 00 20 00 69 00 73 00 20 00 61 00 20 00 4e 00 78 00 54 00 20 00 6d .r.i.x...B...i.s...a...N.x.T...m
24c0 00 61 00 74 00 72 00 69 00 78 00 0d 00 c0 03 20 00 69 00 73 00 20 00 61 00 20 00 76 00 65 00 63 .a.t.r.i.x.......i.s...a...v.e.c
24e0 00 74 00 6f 00 72 00 20 00 6f 00 66 00 20 00 73 00 69 00 7a 00 65 00 20 00 4e 00 00 00 a1 0f 1e .t.o.r...o.f...s.i.z.e...N......
2500 00 00 00 3c 00 00 00 00 00 00 00 00 00 24 00 00 00 00 00 00 00 18 00 00 00 00 04 20 00 00 04 00 ...<.........$..................
2520 00 00 00 aa 0f 50 00 00 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 0f 00 00 00 00 .....P..........................
2540 00 00 00 03 00 00 00 01 00 00 00 03 00 08 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 ................................
2560 04 00 00 16 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 ................................
2580 00 0a 00 00 00 04 00 00 00 02 00 00 00 06 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 ................................
25a0 00 00 00 a8 0f 11 00 00 00 46 6f 72 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 .........Forward.Algorithm......
25c0 00 00 07 00 00 00 00 00 a0 0f 4e 01 00 00 55 00 73 00 65 00 64 00 20 00 66 00 6f 00 72 00 20 00 ..........N...U.s.e.d...f.o.r...
25e0 63 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 69 00 6e 00 67 00 20 00 4c 00 69 00 6b 00 65 00 c.a.l.c.u.l.a.t.i.n.g...L.i.k.e.
2600 6c 00 69 00 68 00 6f 00 6f 00 64 00 20 00 71 00 75 00 69 00 63 00 6b 00 6c 00 79 00 0d 00 b1 03 l.i.h.o.o.d...q.u.i.c.k.l.y.....
2620 74 00 2c 00 69 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 t.,.i.:...T.h.e...p.r.o.b.a.b.i.
2640 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 61 00 72 00 72 00 69 00 76 00 69 00 6e 00 67 00 l.i.t.y...o.f...a.r.r.i.v.i.n.g.
2660 20 00 61 00 74 00 20 00 74 00 72 00 65 00 6c 00 6c 00 69 00 73 00 20 00 6e 00 6f 00 64 00 65 00 ..a.t...t.r.e.l.l.i.s...n.o.d.e.
2680 20 00 28 00 74 00 2c 00 6a 00 29 00 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 ..(.t.,.j.)...g.i.v.e.n...t.h.e.
26a0 20 00 6f 00 62 00 73 00 65 00 72 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 00 73 00 65 00 65 00 ..o.b.s.e.r.v.a.t.i.o.n...s.e.e.
26c0 6e 00 20 00 1c 20 73 00 6f 00 20 00 66 00 61 00 72 00 1d 20 2e 00 0d 00 49 00 6e 00 69 00 74 00 n.....s.o...f.a.r.......I.n.i.t.
26e0 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 b1 03 31 00 2c 00 69 00 20 00 i.a.l.i.z.a.t.i.o.n.....1.,.i...
2700 3d 00 20 00 c0 03 69 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 00 00 a1 0f =.....i...I.n.d.u.c.t.i.o.n.....
2720 9a 00 00 00 94 00 00 00 00 00 00 00 00 00 0a 00 00 00 01 00 00 00 00 00 0a 00 00 00 00 00 00 00 ................................
2740 00 00 28 00 00 00 00 00 02 00 18 00 01 00 00 00 00 04 22 00 00 04 00 00 18 00 03 00 00 00 00 04 ..(...............".............
2760 2a 00 00 04 00 00 18 00 e7 ff 68 00 00 00 00 08 02 00 00 08 18 00 01 00 00 00 00 0c 22 00 00 0c *.........h................."...
2780 00 00 14 00 03 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff 04 00 00 00 00 0c 22 00 00 0c 00 00 ..........*...............".....
27a0 14 00 02 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff 0a 00 00 00 00 10 02 00 00 10 18 00 00 00 ........*.......................
27c0 aa 0f 7c 00 00 00 28 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 ..|...(.........................
27e0 01 00 00 00 03 00 2f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 36 00 00 00 00 00 00 00 ....../.................6.......
2800 01 00 00 00 07 00 00 00 00 00 08 04 00 00 06 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 ................................
2820 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 ................................
2840 00 00 00 00 f3 03 14 00 00 00 0d 00 00 00 04 00 00 00 02 00 00 00 08 01 00 00 00 00 00 00 00 00 ................................
2860 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 12 00 00 00 42 61 63 6b 77 61 72 64 20 41 6c 67 6f 72 ..................Backward.Algor
2880 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 98 00 00 00 53 00 79 00 6d 00 6d 00 ithm....................S.y.m.m.
28a0 65 00 74 00 72 00 69 00 63 00 61 00 6c 00 20 00 74 00 6f 00 20 00 46 00 6f 00 72 00 77 00 61 00 e.t.r.i.c.a.l...t.o...F.o.r.w.a.
28c0 72 00 64 00 20 00 41 00 6c 00 67 00 6f 00 72 00 69 00 74 00 68 00 6d 00 0d 00 49 00 6e 00 69 00 r.d...A.l.g.o.r.i.t.h.m...I.n.i.
28e0 74 00 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 b2 03 54 00 2c 00 69 00 t.i.a.l.i.z.a.t.i.o.n.....T.,.i.
2900 20 00 3d 00 31 00 20 00 66 00 6f 00 72 00 20 00 61 00 6c 00 6c 00 20 00 49 00 0d 00 49 00 6e 00 ..=.1...f.o.r...a.l.l...I...I.n.
2920 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 3a 00 00 00 a1 0f 5c 00 00 00 30 00 00 00 00 00 00 00 d.u.c.t.i.o.n.:.....\...0.......
2940 00 00 12 00 00 00 01 00 00 00 00 00 0b 00 00 00 00 00 00 00 00 00 30 00 00 00 00 00 00 00 01 00 ......................0.........
2960 00 00 00 00 01 00 01 00 03 00 00 00 00 00 09 00 01 00 e7 ff 0c 00 00 00 00 00 01 00 01 00 02 00 ................................
2980 00 00 02 00 01 00 02 00 01 00 0b 00 00 00 00 00 01 00 01 00 00 00 aa 0f 36 00 00 00 30 00 00 00 ........................6...0...
29a0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 18 00 00 00 ................................
29c0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 10 00 00 00 00 00 ................................
29e0 00 00 02 00 00 00 0a 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 18 00 ................................
2a00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 52 65 2d 65 73 74 69 6d 61 74 69 6f 6e 10 00 9f 0f 04 00 ..Baum-Welch.Re-estimation......
2a20 00 00 01 00 00 00 00 00 a0 0f 14 01 00 00 43 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 ..............C.a.l.c.u.l.a.t.e.
2a40 20 00 74 00 77 00 6f 00 20 00 6e 00 65 00 77 00 20 00 6d 00 61 00 74 00 72 00 69 00 63 00 65 00 ..t.w.o...n.e.w...m.a.t.r.i.c.e.
2a60 73 00 20 00 6f 00 66 00 20 00 69 00 6e 00 74 00 65 00 72 00 6d 00 65 00 64 00 69 00 61 00 74 00 s...o.f...i.n.t.e.r.m.e.d.i.a.t.
2a80 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 20 00 e...p.r.o.b.a.b.i.l.i.t.i.e.s...
2aa0 b4 03 2c 00 b3 03 0d 00 43 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 6e 00 65 00 ..,.....C.a.l.c.u.l.a.t.e...n.e.
2ac0 77 00 20 00 41 00 2c 00 20 00 42 00 2c 00 20 00 c0 03 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 w...A.,...B.,.......g.i.v.e.n...
2ae0 74 00 68 00 65 00 73 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 t.h.e.s.e...p.r.o.b.a.b.i.l.i.t.
2b00 69 00 65 00 73 00 0d 00 52 00 65 00 63 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 i.e.s...R.e.c.a.l.c.u.l.a.t.e...
2b20 b1 03 20 00 61 00 6e 00 64 00 20 00 b2 03 2c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 ....a.n.d.....,...p.(.O...|.....
2b40 29 00 00 00 a1 0f 1e 00 00 00 8b 00 00 00 00 00 00 00 00 00 39 00 00 00 00 00 00 00 52 00 00 00 )...................9.......R...
2b60 00 04 20 00 00 04 00 00 00 00 aa 0f ac 00 00 00 39 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 ................9...............
2b80 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 ................................
2ba0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 00 00 00 00 00 01 00 00 00 07 00 ..................'.............
2bc0 00 00 00 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 02 00 ................................
2be0 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 ................................
2c00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 ................................
2c20 14 00 00 00 05 00 00 00 00 00 00 00 02 00 00 00 02 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 ................................
2c40 00 00 00 00 00 00 a8 0f 0b 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 10 00 9f 0f 04 00 00 00 01 ............HMM.Tagging.........
2c60 00 00 00 00 00 a8 0f a4 00 00 00 54 72 61 69 6e 69 6e 67 20 4d 65 74 68 6f 64 0d 53 75 70 65 72 ...........Training.Method.Super
2c80 76 69 73 65 64 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 0d 52 65 6c 61 74 69 76 vised.Relative.Frequency.Relativ
2ca0 65 20 46 72 65 71 75 65 6e 63 79 20 77 69 74 68 20 66 75 72 74 68 65 72 20 4d 61 78 69 6d 75 6d e.Frequency.with.further.Maximum
2cc0 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e 67 0d 55 6e 73 75 70 65 72 76 69 73 65 .Likelihood.training.Unsupervise
2ce0 64 0d 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e 67 20 77 69 d.Maximum.Likelihood.training.wi
2d00 74 68 20 72 61 6e 64 6f 6d 20 73 74 61 72 74 00 00 a1 0f 62 00 00 00 10 00 00 00 00 00 00 00 00 th.random.start....b............
2d20 00 0b 00 00 00 01 00 00 00 00 00 4f 00 00 00 02 00 00 00 00 00 0d 00 00 00 01 00 00 00 00 00 2e ...........O....................
2d40 00 00 00 02 00 00 00 00 00 10 00 00 00 00 00 00 00 0b 00 00 00 00 04 00 00 00 04 4f 00 00 00 00 ...........................O....
2d60 04 00 00 00 04 0d 00 00 00 00 08 00 00 00 08 2e 00 00 00 00 0c 00 00 00 0c 00 00 f3 03 14 00 00 ................................
2d80 00 0f 00 00 00 04 00 00 00 01 00 00 00 09 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 ................................
2da0 00 00 00 a8 0f 07 00 00 00 52 65 73 75 6c 74 73 00 00 ea 03 00 00 00 00 0f 00 f8 03 a4 09 00 00 .........Results................
2dc0 02 00 ef 03 18 00 00 00 01 00 00 00 01 02 07 09 08 00 00 00 00 00 00 00 00 00 00 00 00 00 12 00 ................................
2de0 60 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 `...........................33..
2e00 00 99 99 00 99 cc 00 00 60 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 96 96 96 00 00 00 00 00 ........`.......................
2e20 fb df 53 00 ff 99 66 00 cc 33 00 00 99 66 00 00 60 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 ..S...f..3...f..`...............
2e40 80 80 80 00 00 00 00 00 99 cc ff 00 cc cc ff 00 33 33 cc 00 af 67 ff 00 60 00 f0 07 20 00 00 00 ................33...g..`.......
2e60 de f6 f1 00 00 00 00 00 96 96 96 00 00 00 00 00 ff ff ff 00 8d c6 ff 00 00 66 cc 00 00 a8 00 00 .........................f......
2e80 60 00 f0 07 20 00 00 00 ff ff d9 00 00 00 00 00 77 77 77 00 00 00 00 00 ff ff f7 00 33 cc cc 00 `...............www.........3...
2ea0 ff 50 50 00 ff 99 00 00 60 00 f0 07 20 00 00 00 00 80 80 00 ff ff ff 00 00 5a 58 00 ff ff 99 00 .PP.....`................ZX.....
2ec0 00 64 62 00 6d 6f c7 00 00 ff ff 00 00 ff 00 00 60 00 f0 07 20 00 00 00 80 00 00 00 ff ff ff 00 .db.mo..........`...............
2ee0 5c 1f 00 00 df d2 93 00 cc 33 00 00 be 79 60 00 ff ff 99 00 d3 a2 19 00 60 00 f0 07 20 00 00 00 \........3...y`.........`.......
2f00 00 00 99 00 ff ff ff 00 00 33 66 00 cc ff ff 00 33 66 cc 00 00 b0 00 00 66 cc ff 00 ff e7 01 00 .........3f.....3f......f.......
2f20 60 00 f0 07 20 00 00 00 00 00 00 00 ff ff ff 00 33 66 99 00 e3 eb f1 00 00 33 99 00 46 8a 4b 00 `...............3f.......3..F.K.
2f40 66 cc ff 00 f0 e5 00 00 60 00 f0 07 20 00 00 00 68 6b 5d 00 ff ff ff 00 77 77 77 00 d1 d1 cb 00 f.......`.......hk].....www.....
2f60 90 90 82 00 80 9e a8 00 ff cc 66 00 e9 dc b9 00 60 00 f0 07 20 00 00 00 66 66 99 00 ff ff ff 00 ..........f.....`.......ff......
2f80 3e 3e 5c 00 ff ff ff 00 60 59 7b 00 66 66 ff 00 99 cc ff 00 ff ff 99 00 60 00 f0 07 20 00 00 00 >>\.....`Y{.ff..........`.......
2fa0 52 3e 26 00 ff ff ff 00 2d 20 15 00 df c0 8d 00 8c 7b 70 00 8f 5f 2f 00 cc b4 00 00 8c 9e a0 00 R>&.....-........{p.._/.........
2fc0 00 00 a3 0f 3e 00 00 00 01 00 ff fd 3f 00 00 00 22 20 00 00 64 00 00 00 00 ff 01 00 64 00 00 00 ....>.......?..."...d.......d...
2fe0 00 00 00 00 00 00 40 02 00 00 00 00 07 00 00 00 ff ff ef 00 00 00 00 00 ff ff ff ff ff ff 2c 00 ......@.......................,.
3000 00 00 00 03 00 00 10 00 a3 0f 7c 00 00 00 05 00 ff fd 3f 00 01 00 22 20 00 00 64 00 00 00 00 ff ..........|.......?..."...d.....
3020 00 00 64 00 14 00 00 00 d8 00 00 00 40 02 00 00 00 00 07 00 00 00 ff ff ef 00 00 00 00 00 ff ff ..d.........@...................
3040 ff ff ff ff 20 00 00 00 00 01 00 00 80 05 00 00 13 20 d4 01 20 01 00 00 02 00 1c 00 80 05 00 00 ................................
3060 22 20 d0 02 40 02 00 00 02 00 18 00 80 05 00 00 13 20 f0 03 60 03 00 00 02 00 14 00 80 05 00 00 "...@...............`...........
3080 bb 00 10 05 80 04 00 00 00 00 20 00 a3 0f 6e 00 00 00 05 00 ff fd 3f 00 00 00 22 20 00 00 64 00 ..............n.......?..."...d.
30a0 00 00 00 ff 00 00 64 00 1e 00 00 00 00 00 00 00 40 02 00 00 00 00 07 00 00 00 ff ff ef 00 00 00 ......d.........@...............
30c0 00 00 ff ff ff ff ff ff 0c 00 00 00 00 01 00 00 00 05 00 00 20 01 20 01 00 00 00 00 00 05 00 00 ................................
30e0 40 02 40 02 00 00 00 00 00 05 00 00 60 03 60 03 00 00 00 00 00 05 00 00 80 04 80 04 00 00 00 00 @.@.........`.`.................
3100 50 00 a3 0f 52 00 00 00 05 00 00 00 01 09 00 00 00 00 01 00 00 00 00 00 00 00 01 00 01 09 00 00 P...R...........................
3120 00 00 01 00 20 01 00 00 00 00 02 00 01 09 00 00 00 00 01 00 40 02 00 00 00 00 03 00 01 09 00 00 ....................@...........
3140 00 00 01 00 60 03 00 00 00 00 04 00 01 09 00 00 00 00 01 00 80 04 00 00 00 00 60 00 a3 0f 0c 00 ....`.....................`.....
3160 00 00 01 00 00 00 00 00 00 00 00 00 00 00 70 00 a3 0f 3e 00 00 00 05 00 00 00 00 00 00 00 00 00 ..............p...>.............
3180 02 00 1c 00 01 00 00 00 00 00 00 00 02 00 18 00 02 00 00 00 00 00 00 00 02 00 14 00 03 00 00 00 ................................
31a0 00 00 00 00 02 00 12 00 04 00 00 00 00 00 00 00 02 00 12 00 80 00 a3 0f 3e 00 00 00 05 00 00 00 ........................>.......
31c0 00 00 00 00 00 00 02 00 18 00 01 00 00 00 00 00 00 00 02 00 14 00 02 00 00 00 00 00 00 00 02 00 ................................
31e0 12 00 03 00 00 00 00 00 00 00 02 00 10 00 04 00 00 00 00 00 00 00 02 00 10 00 0f 00 0c 04 d6 04 ................................
3200 00 00 0f 00 02 f0 ce 04 00 00 10 00 08 f0 08 00 00 00 06 00 00 00 06 04 00 00 0f 00 03 f0 66 04 ..............................f.
3220 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ......(.........................
3240 00 00 02 00 0a f0 08 00 00 00 00 04 00 00 05 00 00 00 0f 00 04 f0 d2 00 00 00 12 00 0a f0 08 00 ................................
3260 00 00 02 04 00 00 00 0a 00 00 93 00 0b f0 36 00 00 00 7f 00 01 00 05 00 80 00 9c c6 ee 0b 87 00 ..............6.................
3280 01 00 00 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 11 00 c0 01 01 00 00 08 ff 01 01 00 ................................
32a0 09 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 ....................`.}.........
32c0 00 00 c3 0b 08 00 00 00 00 00 00 00 01 00 ee 0b 0f 00 0d f0 54 00 00 00 00 00 9f 0f 04 00 00 00 ....................T...........
32e0 00 00 00 00 00 00 a8 0f 20 00 00 00 43 6c 69 63 6b 20 74 6f 20 65 64 69 74 20 4d 61 73 74 65 72 ............Click.to.edit.Master
3300 20 74 69 74 6c 65 20 73 74 79 6c 65 00 00 a2 0f 06 00 00 00 21 00 00 00 00 00 00 00 aa 0f 0a 00 .title.style........!...........
3320 00 00 21 00 00 00 01 00 00 00 00 00 0f 00 04 f0 16 01 00 00 12 00 0a f0 08 00 00 00 03 04 00 00 ..!.............................
3340 00 0a 00 00 83 00 0b f0 30 00 00 00 7f 00 01 00 05 00 80 00 50 cb ee 0b 81 01 04 00 00 08 83 01 ........0...........P...........
3360 00 00 00 08 bf 01 01 00 11 00 c0 01 01 00 00 08 ff 01 01 00 09 00 01 02 02 00 00 08 00 00 10 f0 ................................
3380 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 ........`.......................
33a0 02 00 ee 0b 0f 00 0d f0 9e 00 00 00 00 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 52 00 00 00 ............................R...
33c0 43 6c 69 63 6b 20 74 6f 20 65 64 69 74 20 4d 61 73 74 65 72 20 74 65 78 74 20 73 74 79 6c 65 73 Click.to.edit.Master.text.styles
33e0 0d 53 65 63 6f 6e 64 20 6c 65 76 65 6c 0d 54 68 69 72 64 20 6c 65 76 65 6c 0d 46 6f 75 72 74 68 .Second.level.Third.level.Fourth
3400 20 6c 65 76 65 6c 0d 46 69 66 74 68 20 6c 65 76 65 6c 00 00 a2 0f 1e 00 00 00 21 00 00 00 00 00 .level.Fifth.level........!.....
3420 0d 00 00 00 01 00 0c 00 00 00 02 00 0d 00 00 00 03 00 0c 00 00 00 04 00 00 00 aa 0f 0a 00 00 00 ................................
3440 53 00 00 00 01 00 00 00 00 00 0f 00 04 f0 b6 00 00 00 12 00 0a f0 08 00 00 00 04 04 00 00 00 0a S...............................
3460 00 00 83 00 0b f0 30 00 00 00 7f 00 01 00 05 00 80 00 e8 d3 ee 0b 81 01 04 00 00 08 83 01 00 00 ......0.........................
3480 00 08 bf 01 01 00 11 00 c0 01 01 00 00 08 ff 01 01 00 09 00 01 02 02 00 00 08 00 00 10 f0 08 00 ................................
34a0 00 00 5e 0f 20 01 60 06 8a 10 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 02 00 00 00 07 01 ..^...`.........................
34c0 ee 0b 0f 00 0d f0 3e 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a0 0f 02 00 00 00 2a 00 ......>.......................*.
34e0 00 00 a1 0f 14 00 00 00 02 00 00 00 00 00 00 00 00 00 02 00 00 00 00 00 02 00 0e 00 00 00 f8 0f ................................
3500 04 00 00 00 00 00 00 00 0f 00 04 f0 b8 00 00 00 12 00 0a f0 08 00 00 00 05 04 00 00 00 0a 00 00 ................................
3520 83 00 0b f0 30 00 00 00 7f 00 01 00 05 00 80 00 68 db ee 0b 81 01 04 00 00 08 83 01 00 00 00 08 ....0...........h...............
3540 bf 01 01 00 11 00 c0 01 01 00 00 08 ff 01 01 00 09 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 ................................
3560 5e 0f b0 07 d0 0e 8a 10 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 03 00 00 00 09 02 ee 0b ^...............................
3580 0f 00 0d f0 40 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a0 0f 02 00 00 00 2a 00 00 00 ....@.......................*...
35a0 a1 0f 16 00 00 00 02 00 00 00 00 00 00 08 00 00 01 00 02 00 00 00 00 00 02 00 0e 00 00 00 fa 0f ................................
35c0 04 00 00 00 00 00 00 00 0f 00 04 f0 b8 00 00 00 12 00 0a f0 08 00 00 00 06 04 00 00 00 0a 00 00 ................................
35e0 83 00 0b f0 30 00 00 00 7f 00 01 00 05 00 80 00 8c e2 ee 0b 81 01 04 00 00 08 83 01 00 00 00 08 ....0...........................
3600 bf 01 01 00 11 00 c0 01 01 00 00 08 ff 01 01 00 09 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 ................................
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3640 0f 00 0d f0 40 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a0 0f 02 00 00 00 2a 00 00 00 ....@.......................*...
3660 a1 0f 16 00 00 00 02 00 00 00 00 00 00 08 00 00 02 00 02 00 00 00 00 00 02 00 0e 00 00 00 d8 0f ................................
3680 04 00 00 00 00 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 04 00 00 00 0c 00 00 ............H...................
36a0 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 ....0.........................h.
36c0 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ..................?.............
36e0 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 ....................33..........
3700 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 ....8.......0..........._._._.P.
3720 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 d5 9b c2 01 e0 16 3a 3a P.T.1.0.......................::
3740 20 00 ba 0f 1c 00 00 00 44 00 65 00 66 00 61 00 75 00 6c 00 74 00 20 00 44 00 65 00 73 00 69 00 ........D.e.f.a.u.l.t...D.e.s.i.
3760 67 00 6e 00 0f 00 ee 03 30 02 00 00 02 00 ef 03 18 00 00 00 00 00 00 00 0f 10 00 00 00 00 00 00 g.n.....0.......................
3780 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 a0 01 00 00 0f 00 02 f0 98 01 00 00 20 00 08 f0 ................................
37a0 08 00 00 00 03 00 00 00 03 08 00 00 0f 00 03 f0 30 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 ................0.......(.......
37c0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 08 00 00 ................................
37e0 05 00 00 00 0f 00 04 f0 78 00 00 00 12 00 0a f0 08 00 00 00 02 08 00 00 20 02 00 00 63 00 0b f0 ........x...................c...
3800 24 00 00 00 04 00 00 00 00 00 7f 00 00 00 04 00 80 00 10 eb ee 0b bf 01 00 00 01 00 ff 01 00 00 $...............................
3820 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 3e 05 b0 01 d0 14 dc 08 0f 00 11 f0 10 00 00 00 ................>...............
3840 00 00 c3 0b 08 00 00 00 00 00 00 00 0f 00 ee 0b 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 ................................
3860 00 00 00 00 0f 00 04 f0 78 00 00 00 12 00 0a f0 08 00 00 00 03 08 00 00 20 02 00 00 63 00 0b f0 ........x...................c...
3880 24 00 00 00 04 00 00 00 00 00 7f 00 00 00 04 00 80 00 58 ee ee 0b bf 01 00 00 01 00 ff 01 00 00 $.................X.............
38a0 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 90 09 60 03 20 13 e0 0d 0f 00 11 f0 10 00 00 00 ..................`.............
38c0 00 00 c3 0b 08 00 00 00 01 00 00 00 10 00 ee 0b 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 ................................
38e0 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 08 00 00 00 0c 00 00 83 00 0b f0 ........H.......................
3900 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 0.........................h.....
3920 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 ..............?.................
3940 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 ................33..............
3960 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 8.......0..........._._._.P.P.T.
3980 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 d5 9b c2 01 e0 16 3a 3a 0f 00 ee 03 1.0.......................::....
39a0 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 $...............................
39c0 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 50 00 08 f0 08 00 00 00 03 00 00 00 ....................P...........
39e0 03 14 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 ........$.......(...............
3a00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 14 00 00 05 00 00 00 0f 00 04 f0 ................................
3a20 72 00 00 00 12 00 0a f0 08 00 00 00 02 14 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 r...................S...........
3a40 04 00 80 00 4c 30 47 0c bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 ....L0G.........................
3a60 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 ......`.}.......................
3a80 47 0c 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 G.........................r.....
3aa0 0a f0 08 00 00 00 03 14 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 44 6f ..............S...............Do
3ac0 47 0c bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 G...............................
3ae0 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 47 0c 0f 00 0d f0 `.........................G.....
3b00 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 ....................H...........
3b20 01 14 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f ............0...................
3b40 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 ......h...................?.....
3b60 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 ............................33..
3b80 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 ............8.......0...........
3ba0 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 _._._.P.P.T.1.0.................
3bc0 d5 9b c2 01 80 04 55 6e 0f 00 ee 03 ca 15 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 ......Un........................
3be0 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 3a 15 00 00 0f 00 02 f0 32 15 00 00 ....................:.......2...
3c00 80 00 08 f0 08 00 00 00 32 00 00 00 43 20 00 00 10 00 18 f1 04 00 00 00 01 00 00 00 0f 00 03 f0 ........2...C...................
3c20 96 11 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ........(.......................
3c40 00 00 00 00 02 00 0a f0 08 00 00 00 00 20 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 ........................r.......
3c60 08 00 00 00 02 20 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 dc 1d bc 0f ............S...................
3c80 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 ..............................`.
3ca0 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 bc 0f 0f 00 0d f0 0c 00 }...............................
3cc0 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 20 ..................r.............
3ce0 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 00 fb 6e 0f bf 01 00 00 01 00 ......S.................n.......
3d00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 e0 0a 20 01 60 15 13 0f 0f 00 11 f0 ........................`.......
3d20 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 6e 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f ..................n.............
3d40 04 00 00 00 01 00 00 00 0f 00 04 f0 58 00 00 00 32 00 0a f0 08 00 00 00 05 20 00 00 00 0a 00 00 ............X...2...............
3d60 83 00 0b f0 30 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 ....0...........................
3d80 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 ................................
3da0 ce 05 92 07 27 09 4c 07 0f 00 04 f0 58 00 00 00 32 00 0a f0 08 00 00 00 06 20 00 00 00 0a 00 00 ....'.L.....X...2...............
3dc0 83 00 0b f0 30 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 cc 99 ff 00 bf 01 10 00 10 00 ....0...........................
3de0 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 ................................
3e00 00 09 92 07 27 09 7e 0a 0f 00 04 f0 58 00 00 00 32 00 0a f0 08 00 00 00 07 20 00 00 00 0a 00 00 ....'.~.....X...2...............
3e20 83 00 0b f0 30 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 ....0...........................
3e40 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 ................................
3e60 ce 05 f8 0a 8e 0c 4c 07 0f 00 04 f0 58 00 00 00 32 00 0a f0 08 00 00 00 08 20 00 00 00 0a 00 00 ......L.....X...2...............
3e80 83 00 0b f0 30 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 cc 99 ff 00 bf 01 10 00 10 00 ....0...........................
3ea0 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 ................................
3ec0 00 09 f8 0a 8e 0c 7e 0a 0f 00 04 f0 58 00 00 00 32 00 0a f0 08 00 00 00 09 20 00 00 00 0a 00 00 ......~.....X...2...............
3ee0 83 00 0b f0 30 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 ....0...........................
3f00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 ................................
3f20 ce 05 5f 0e f4 0f 4c 07 0f 00 04 f0 58 00 00 00 32 00 0a f0 08 00 00 00 0a 20 00 00 00 0a 00 00 .._...L.....X...2...............
3f40 83 00 0b f0 30 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 cc 99 ff 00 bf 01 10 00 10 00 ....0...........................
3f60 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 ................................
3f80 00 09 70 0e 05 10 7e 0a 0f 00 04 f0 52 00 00 00 02 02 0a f0 08 00 00 00 0e 20 00 00 00 0b 00 00 ..p...~.....R...................
3fa0 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 s...*...........................
3fc0 01 02 02 00 00 08 03 03 00 00 00 00 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 8d 06 27 09 f8 0a ............................'...
3fe0 8d 06 0f 00 04 f0 52 00 00 00 02 02 0a f0 08 00 00 00 0f 20 00 00 00 0b 00 00 73 00 0b f0 2a 00 ......R...................s...*.
4000 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 ................................
4020 03 03 00 00 00 00 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 8d 06 8e 0c 5f 0e 8d 06 0f 00 04 f0 ........................_.......
4040 52 00 00 00 02 02 0a f0 08 00 00 00 10 20 00 00 00 0b 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 R...................s...*.......
4060 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 ................................
4080 88 03 01 00 00 00 00 00 10 f0 08 00 00 00 8d 06 85 05 92 07 8d 06 0f 00 04 f0 52 00 00 00 02 02 ..........................R.....
40a0 0a f0 08 00 00 00 11 20 00 00 00 0b 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 ..............s...*.............
40c0 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 88 03 01 00 00 00 ................................
40e0 00 00 10 f0 08 00 00 00 8d 06 f4 0f d0 11 8d 06 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 ....................R...2.......
4100 12 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc ........s...*...................
4120 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 ................................
4140 00 00 ce 05 f0 03 85 05 4c 07 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 13 20 00 00 00 0a ........L.....R...2.............
4160 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 cc 99 ff 00 bf 01 10 00 ..s...*.........................
4180 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 00 09 f0 03 ................................
41a0 85 05 7e 0a 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 14 20 00 00 00 0b 00 00 63 00 0b f0 ..~.....L...................c...
41c0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 $...............................
41e0 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 b0 07 b9 04 bb 04 00 09 0f 00 04 f0 52 00 00 00 ............................R...
4200 32 00 0a f0 08 00 00 00 16 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 2...............s...*...........
4220 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 ................................
4240 00 08 00 00 10 f0 08 00 00 00 ce 05 d0 11 65 13 4c 07 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 ..............e.L.....R...2.....
4260 00 00 17 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 ..........s...*.................
4280 cc 99 ff 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 ................................
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42c0 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 ....s...*.......................
42e0 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 90 03 ................................
4300 92 07 27 09 0e 05 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 21 20 00 00 00 0a 00 00 73 00 ..'.......R...2.......!.......s.
4320 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 ..*.............................
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4360 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 22 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 ....R...2.......".......s...*...
4380 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 ................................
43a0 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 90 03 5f 0e f4 0f 0e 05 0f 00 04 f0 4c 00 ...................._.........L.
43c0 00 00 02 02 0a f0 08 00 00 00 23 20 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 ..........#.......c...$.........
43e0 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 ................................
4400 10 f0 08 00 00 00 4f 04 27 09 f8 0a 4f 04 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 24 20 ......O.'...O.....L...........$.
4420 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ......c...$.....................
4440 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 4f 04 8e 0c 5f 0e ..........................O..._.
4460 4f 04 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 25 20 00 00 00 0b 00 00 63 00 0b f0 24 00 O.....L...........%.......c...$.
4480 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 ................................
44a0 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 4f 04 85 05 92 07 4f 04 0f 00 04 f0 4c 00 00 00 02 02 ..............O.....O.....L.....
44c0 0a f0 08 00 00 00 26 20 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 ......&.......c...$.............
44e0 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 ................................
4500 00 00 4f 04 f4 0f d0 11 4f 04 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 27 20 00 00 00 0a ..O.....O.....R...2.......'.....
4520 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 ..s...*.........................
4540 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 90 03 f0 03 ................................
4560 85 05 0e 05 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 29 20 00 00 00 0a 00 00 73 00 0b f0 ........R...2.......).......s...
4580 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 *...............................
45a0 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 90 03 d0 11 65 13 0e 05 0f 00 ..........................e.....
45c0 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 2c 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 ..R...2.......,.......s...*.....
45e0 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 ................................
4600 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 b0 04 90 00 25 02 2e 06 0f 00 04 f0 4c 00 00 00 ....................%.......L...
4620 02 02 0a f0 08 00 00 00 2d 20 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 ........-.......c...$...........
4640 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 ................................
4660 08 00 00 00 4f 04 85 05 92 07 8d 06 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 2e 20 00 00 ....O...........L...............
4680 80 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 ....c...$.......................
46a0 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 4f 04 85 05 92 07 8d 06 ........................O.......
46c0 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 2f 20 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 ....L.........../.......c...$...
46e0 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 ................................
4700 00 00 00 00 00 00 10 f0 08 00 00 00 4f 04 27 09 f8 0a 8d 06 0f 00 04 f0 4c 00 00 00 02 02 0a f0 ............O.'.........L.......
4720 08 00 00 00 30 20 00 00 80 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 ....0.......c...$...............
4740 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 ................................
4760 4f 04 27 09 f8 0a 8d 06 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 31 20 00 00 00 0b 00 00 O.'.........L...........1.......
4780 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 c...$...........................
47a0 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 4f 04 8e 0c 5f 0e 8d 06 0f 00 04 f0 ....................O..._.......
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47e0 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 ................................
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4860 d0 11 8d 06 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 34 20 00 00 80 0b 00 00 63 00 0b f0 ........L...........4.......c...
4880 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 $...............................
48a0 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 4f 04 f4 0f d0 11 8d 06 0f 00 04 f0 4c 00 00 00 ................O...........L...
48c0 02 02 0a f0 08 00 00 00 35 20 00 00 80 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 ........5.......c...$...........
48e0 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 ................................
4900 08 00 00 00 4f 04 25 02 f0 03 6f 05 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 36 20 00 00 ....O.%...o.....L...........6...
4920 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 ....c...$.......................
4940 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 6f 05 25 02 f0 03 8d 06 ........................o.%.....
4960 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 37 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 ....R...2.......7.......s...*...
4980 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 ................................
49a0 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 b0 04 70 14 05 16 2e 06 0f 00 04 f0 4c 00 ....................p.........L.
49c0 00 00 02 02 0a f0 08 00 00 00 38 20 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 ..........8.......c...$.........
49e0 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 ................................
4a00 10 f0 08 00 00 00 4f 04 65 13 70 14 6f 05 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 39 20 ......O.e.p.o.....L...........9.
4a20 00 00 80 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ......c...$.....................
4a40 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 6f 05 65 13 70 14 ..........................o.e.p.
4a60 8d 06 0f 00 04 f0 60 00 00 00 12 00 0a f0 08 00 00 00 3a 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 ......`...........:.......s...*.
4a80 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 04 00 00 08 bf 01 00 00 10 00 c0 01 00 00 ff 00 ................................
4aa0 ff 01 08 00 08 00 01 02 02 00 00 08 13 00 22 f1 06 00 00 00 bf 01 00 00 60 00 00 00 10 f0 08 00 ..............".........`.......
4ac0 00 00 00 03 39 03 39 06 b0 07 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 3b 20 00 00 00 0b ....9.9.......L...........;.....
4ae0 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 ..c...$.........................
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4b20 04 f0 60 00 00 00 12 00 0a f0 08 00 00 00 3c 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 ..`...........<.......s...*.....
4b40 02 00 00 00 87 00 01 00 00 00 81 01 04 00 00 08 bf 01 00 00 10 00 c0 01 00 00 ff 00 ff 01 08 00 ................................
4b60 08 00 01 02 02 00 00 08 13 00 22 f1 06 00 00 00 bf 01 00 00 60 00 00 00 10 f0 08 00 00 00 00 03 ..........".........`...........
4b80 dd 06 dd 09 b0 07 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 3d 20 00 00 00 0b 00 00 63 00 ..........L...........=.......c.
4ba0 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 ..$.............................
4bc0 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 c2 07 be 0b c3 0b 00 09 0f 00 04 f0 60 00 ..............................`.
4be0 00 00 12 00 0a f0 08 00 00 00 3e 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 ..........>.......s...*.........
4c00 87 00 01 00 00 00 81 01 04 00 00 08 bf 01 00 00 10 00 c0 01 00 00 ff 00 ff 01 08 00 08 00 01 02 ................................
4c20 02 00 00 08 13 00 22 f1 06 00 00 00 bf 01 00 00 60 00 00 00 10 f0 08 00 00 00 12 03 3e 0a 3e 0d ......".........`...........>.>.
4c40 c2 07 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 3f 20 00 00 00 0b 00 00 63 00 0b f0 24 00 ......L...........?.......c...$.
4c60 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 ................................
4c80 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 b0 07 38 0f 3b 0f 00 09 0f 00 04 f0 60 00 00 00 12 00 ................8.;.......`.....
4ca0 0a f0 08 00 00 00 40 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 ......@.......s...*.............
4cc0 00 00 81 01 04 00 00 08 bf 01 00 00 10 00 c0 01 00 00 ff 00 ff 01 08 00 08 00 01 02 02 00 00 08 ................................
4ce0 13 00 22 f1 06 00 00 00 bf 01 00 00 60 00 00 00 10 f0 08 00 00 00 00 03 b8 0d b8 10 b0 07 0f 00 ..".........`...................
4d00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 41 20 00 00 40 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 ..L...........A...@...c...$.....
4d20 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 ................................
4d40 00 00 00 00 10 f0 08 00 00 00 b0 07 9b 12 a2 12 00 09 0f 00 04 f0 60 00 00 00 12 00 0a f0 08 00 ......................`.........
4d60 00 00 42 20 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 ..B.......s...*.................
4d80 04 00 00 08 bf 01 00 00 10 00 c0 01 00 00 ff 00 ff 01 08 00 08 00 01 02 02 00 00 08 13 00 22 f1 ..............................".
4da0 06 00 00 00 bf 01 00 00 60 00 00 00 10 f0 08 00 00 00 00 03 22 11 22 14 b0 07 0f 00 04 f0 48 00 ........`...........".".......H.
4dc0 00 00 12 00 0a f0 08 00 00 00 01 20 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 ......................0.........
4de0 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 ................h...............
4e00 09 00 00 00 3f 03 01 00 01 00 9f 01 05 f0 20 03 00 00 01 00 12 f0 18 00 00 00 04 00 00 00 05 20 ....?...........................
4e20 00 00 07 20 00 00 0e 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 05 00 00 00 07 20 ................................
4e40 00 00 09 20 00 00 0f 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 06 00 00 00 12 20 ................................
4e60 00 00 05 20 00 00 10 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 07 00 00 00 09 20 ................................
4e80 00 00 16 20 00 00 11 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 08 00 00 00 3a 20 ..............................:.
4ea0 00 00 13 20 00 00 14 20 00 00 02 00 00 00 00 00 00 00 01 00 12 f0 18 00 00 00 12 00 00 00 20 20 ................................
4ec0 00 00 21 20 00 00 23 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 13 00 00 00 21 20 ..!...#.......................!.
4ee0 00 00 22 20 00 00 24 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 14 00 00 00 27 20 .."...$.......................'.
4f00 00 00 20 20 00 00 25 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 15 00 00 00 22 20 ......%.......................".
4f20 00 00 29 20 00 00 26 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 18 00 00 00 27 20 ..)...&.......................'.
4f40 00 00 05 20 00 00 2d 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 19 00 00 00 12 20 ......-.........................
4f60 00 00 20 20 00 00 2e 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 1a 00 00 00 20 20 ................................
4f80 00 00 07 20 00 00 2f 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 1b 00 00 00 05 20 ....../.........................
4fa0 00 00 21 20 00 00 30 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 1c 00 00 00 21 20 ..!...0.......................!.
4fc0 00 00 09 20 00 00 31 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 1d 00 00 00 07 20 ......1.........................
4fe0 00 00 22 20 00 00 32 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 1e 00 00 00 22 20 .."...2.......................".
5000 00 00 16 20 00 00 33 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 1f 00 00 00 09 20 ......3.........................
5020 00 00 29 20 00 00 34 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 20 00 00 00 2c 20 ..)...4.......................,.
5040 00 00 27 20 00 00 35 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 21 00 00 00 2c 20 ..'...5...................!...,.
5060 00 00 12 20 00 00 36 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 22 00 00 00 29 20 ......6..................."...).
5080 00 00 37 20 00 00 38 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 23 00 00 00 16 20 ..7...8...................#.....
50a0 00 00 37 20 00 00 39 20 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 24 00 00 00 3c 20 ..7...9...................$...<.
50c0 00 00 06 20 00 00 3b 20 00 00 02 00 00 00 00 00 00 00 01 00 12 f0 18 00 00 00 25 00 00 00 3e 20 ......;...................%...>.
50e0 00 00 08 20 00 00 3d 20 00 00 02 00 00 00 00 00 00 00 01 00 12 f0 18 00 00 00 26 00 00 00 40 20 ......=...................&...@.
5100 00 00 0a 20 00 00 3f 20 00 00 02 00 00 00 00 00 00 00 01 00 12 f0 18 00 00 00 27 00 00 00 42 20 ......?...................'...B.
5120 00 00 17 20 00 00 41 20 00 00 02 00 00 00 00 00 00 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 ......A.........................
5140 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 ..............33..............8.
5160 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 ......0..........._._._.P.P.T.1.
5180 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 d8 9b c2 01 60 d0 bf fe 0f 00 ee 03 24 02 0.....................`.......$.
51a0 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 ................................
51c0 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 70 00 08 f0 08 00 00 00 03 00 00 00 03 1c ..................p.............
51e0 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 ......$.......(.................
5200 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 1c 00 00 05 00 00 00 0f 00 04 f0 72 00 ..............................r.
5220 00 00 12 00 0a f0 08 00 00 00 02 1c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 ..................S.............
5240 80 00 18 29 bb 0d bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ...)............................
5260 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 bb 0d ....`.}.........................
5280 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 ........................r.......
52a0 08 00 00 00 03 1c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 84 67 47 0c ............S................gG.
52c0 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 ..............................`.
52e0 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 47 0c 0f 00 0d f0 0c 00 ........................G.......
5300 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 1c ..................H.............
5320 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 ..........0.....................
5340 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 ....h...................?.......
5360 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 ..........................33....
5380 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 ..........8.......0..........._.
53a0 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 d8 9b _._.P.P.T.1.0...................
53c0 c2 01 b0 d2 1d 90 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 ..........$.....................
53e0 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 e0 00 ................................
5400 08 f0 08 00 00 00 03 00 00 00 03 38 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 ...........8......$.......(.....
5420 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 38 ...............................8
5440 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 38 00 00 20 02 00 00 53 00 ..........r............8......S.
5460 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 3c b2 d7 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 ..............<.................
5480 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b ................`.}.............
54a0 08 00 00 00 00 00 00 00 0d 00 d7 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 ................................
54c0 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 38 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 ....r............8......S.......
54e0 7f 00 00 00 04 00 80 00 8c aa d7 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 ................................
5500 10 f0 08 00 00 00 f0 03 20 01 60 15 70 0e 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 ..........`.p...................
5520 00 00 0e 00 d7 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 ..............................H.
5540 00 00 12 00 0a f0 08 00 00 00 01 38 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 ...........8..........0.........
5560 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 ................h...............
5580 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 ....?...........................
55a0 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 ......33..............8.......0.
55c0 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 .........._._._.P.P.T.1.0.......
55e0 00 00 00 00 eb 2e 08 00 00 00 dd 9b c2 01 d0 2b 36 86 0f 00 ee 03 26 0c 00 00 02 00 ef 03 18 00 ...............+6.....&.........
5600 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 96 0b ................................
5620 00 00 0f 00 02 f0 8e 0b 00 00 90 00 08 f0 08 00 00 00 16 00 00 00 96 24 00 00 0f 00 03 f0 5e 0a .......................$......^.
5640 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ......(.........................
5660 00 00 02 00 0a f0 08 00 00 00 00 24 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 ...........$..........r.........
5680 00 00 02 24 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 48 b7 bc 0f bf 01 ...$......S...............H.....
56a0 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 ............................`.}.
56c0 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 bc 0f 0f 00 0d f0 0c 00 00 00 ................................
56e0 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 24 00 00 ................r............$..
5700 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 90 ba bc 0f bf 01 00 00 01 00 ff 01 ....S...........................
5720 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 20 0a 20 01 60 15 13 0f 0f 00 11 f0 10 00 ......................`.........
5740 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 bc 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 ................................
5760 00 00 01 00 00 00 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 33 24 00 00 00 0a 00 00 73 00 ..........R...2.......3$......s.
5780 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 ..*.............................
57a0 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 40 05 60 0c f5 0d be 06 ........................@.`.....
57c0 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 34 24 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 ....R...2.......4$......s...*...
57e0 85 00 02 00 00 00 87 00 01 00 00 00 81 01 cc 99 ff 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 ................................
5800 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 10 08 00 0f 95 10 8e 09 0f 00 04 f0 52 00 ..............................R.
5820 00 00 32 00 0a f0 08 00 00 00 3d 24 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 ..2.......=$......s...*.........
5840 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 ................................
5860 02 00 00 08 00 00 10 f0 08 00 00 00 40 05 be 08 53 0a be 06 0f 00 04 f0 52 00 00 00 32 00 0a f0 ............@...S.......R...2...
5880 08 00 00 00 3e 24 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 ....>$......s...*...............
58a0 81 01 cc 99 ff 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 ................................
58c0 10 f0 08 00 00 00 10 08 10 11 a5 12 8e 09 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 3f 24 ..................L...........?$
58e0 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ......c...$.....................
5900 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 c1 03 f5 0d db 11 ................................
5920 10 08 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 42 24 00 00 00 0a 00 00 73 00 0b f0 2a 00 ......R...2.......B$......s...*.
5940 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ................................
5960 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 02 03 60 0c f5 0d 80 04 0f 00 04 f0 ......................`.........
5980 4c 00 00 00 02 02 0a f0 08 00 00 00 47 24 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 L...........G$......c...$.......
59a0 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 ................................
59c0 00 00 10 f0 08 00 00 00 c1 03 53 0a 60 0c c1 03 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 ..........S.`.......R...2.......
59e0 49 24 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc I$......s...*...................
5a00 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 ................................
5a20 00 00 02 03 be 08 53 0a 80 04 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 4b 24 00 00 00 0a ......S.......R...2.......K$....
5a40 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 ..s...*.........................
5a60 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 22 04 5e 05 ............................".^.
5a80 f3 06 a0 05 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 4c 24 00 00 00 0b 00 00 63 00 0b f0 ........L...........L$......c...
5aa0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 $...............................
5ac0 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 c1 03 53 0a 60 0c ff 05 0f 00 04 f0 4c 00 00 00 ..................S.`.......L...
5ae0 02 02 0a f0 08 00 00 00 54 24 00 00 80 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 ........T$......c...$...........
5b00 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 ................................
5b20 08 00 00 00 c1 03 f3 06 be 08 e1 04 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 55 24 00 00 ................L...........U$..
5b40 00 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 ....c...$.......................
5b60 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 e1 04 f3 06 be 08 ff 05 ................................
5b80 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 5a 24 00 00 00 0b 00 00 63 00 0b f0 24 00 00 00 ....L...........Z$......c...$...
5ba0 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 ................................
5bc0 00 00 00 00 00 00 10 f0 08 00 00 00 c1 03 f5 0d cb 0f 10 08 0f 00 04 f0 ce 00 00 00 a2 0c 0a f0 ................................
5be0 08 00 00 00 62 24 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 48 a1 bc 0f bf 00 02 00 02 00 ....b$..........0.....H.........
5c00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 ................................
5c20 02 00 00 08 00 00 10 f0 08 00 00 00 30 03 f0 06 40 08 17 04 0f 00 0d f0 6e 00 00 00 00 00 9f 0f ............0...@.......n.......
5c40 04 00 00 00 04 00 00 00 00 00 a0 0f 04 00 00 00 c0 03 31 00 00 00 a1 0f 22 00 00 00 03 00 00 00 ..................1.....".......
5c60 00 00 00 20 00 00 32 00 01 00 00 00 00 00 20 00 00 00 02 00 00 00 00 00 28 00 00 00 e7 ff 00 00 ......2.................(.......
5c80 aa 0f 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 ..$.............................
5ca0 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 ce 00 00 00 a2 0c 0a f0 08 00 00 00 92 24 00 00 00 0a ...........................$....
5cc0 00 00 83 00 0b f0 30 00 00 00 80 00 4c df bc 0f bf 00 02 00 02 00 81 01 04 00 00 08 83 01 00 00 ......0.....L...................
5ce0 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 ................................
5d00 00 00 a0 05 f0 06 40 08 87 06 0f 00 0d f0 6e 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 ......@.......n.................
5d20 a0 0f 04 00 00 00 c0 03 32 00 00 00 a1 0f 22 00 00 00 03 00 00 00 00 00 00 20 00 00 32 00 01 00 ........2.....".............2...
5d40 00 00 00 00 20 00 00 00 02 00 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 24 00 00 00 01 00 00 00 ..............(.........$.......
5d60 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
5d80 0f 00 04 f0 c0 00 00 00 a2 0c 0a f0 08 00 00 00 93 24 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 .................$..........0...
5da0 80 00 60 74 bc 0f bf 00 02 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 ..`t............................
5dc0 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 d0 02 80 0a d0 0b b7 03 ................................
5de0 0f 00 0d f0 60 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a8 0f 04 00 00 00 61 31 2c 31 ....`.......................a1,1
5e00 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 00 20 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 ....".............2.............
5e20 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 16 00 00 00 04 00 00 00 00 00 00 00 01 00 00 00 07 00 ....(...........................
5e40 00 00 00 00 08 04 00 00 0f 00 04 f0 c0 00 00 00 a2 0c 0a f0 08 00 00 00 94 24 00 00 00 0a 00 00 .........................$......
5e60 83 00 0b f0 30 00 00 00 80 00 14 18 bc 0f bf 00 02 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 ....0...........................
5e80 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 ................................
5ea0 b0 04 50 0a a0 0b 97 05 0f 00 0d f0 60 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a8 0f ..P.........`...................
5ec0 04 00 00 00 61 31 2c 32 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 00 20 00 00 32 00 01 00 00 00 ....a1,2....".............2.....
5ee0 00 00 20 00 00 00 04 00 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 16 00 00 00 04 00 00 00 00 00 ............(...................
5f00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 c0 00 00 00 a2 0c 0a f0 08 00 00 00 ................................
5f20 95 24 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 34 42 bb 0d bf 00 02 00 02 00 81 01 04 00 .$..........0.....4B............
5f40 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 ................................
5f60 00 00 10 f0 08 00 00 00 50 04 90 0f e0 10 37 05 0f 00 0d f0 60 00 00 00 00 00 9f 0f 04 00 00 00 ........P.....7.....`...........
5f80 04 00 00 00 00 00 a8 0f 04 00 00 00 62 31 2c 31 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 00 20 ............b1,1...."...........
5fa0 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 16 00 ..2.................(...........
5fc0 00 00 04 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 c0 00 00 00 ................................
5fe0 a2 0c 0a f0 08 00 00 00 96 24 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 b4 84 bc 0f bf 00 .........$..........0...........
6000 02 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 ................................
6020 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 c0 06 b0 0d 00 0f a7 07 0f 00 0d f0 60 00 00 00 ............................`...
6040 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a8 0f 04 00 00 00 62 31 2c 32 00 00 a1 0f 22 00 00 00 ....................b1,2...."...
6060 05 00 00 00 00 00 00 20 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 00 00 00 00 28 00 00 00 ..........2.................(...
6080 e7 ff 00 00 aa 0f 16 00 00 00 04 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
60a0 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 24 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 ....H............$..........0...
60c0 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 ......................h.........
60e0 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 6f 00 05 f0 c0 00 00 00 01 00 12 f0 18 00 00 00 ..........?.....o...............
6100 1e 00 00 00 42 24 00 00 3e 24 00 00 3f 24 00 00 06 00 00 00 00 00 00 00 01 00 12 f0 18 00 00 00 ....B$..>$..?$..................
6120 21 00 00 00 49 24 00 00 42 24 00 00 47 24 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 !...I$..B$..G$..................
6140 23 00 00 00 49 24 00 00 33 24 00 00 4c 24 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 #...I$..3$..L$..................
6160 2b 00 00 00 4b 24 00 00 49 24 00 00 54 24 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 +...K$..I$..T$..................
6180 2c 00 00 00 4b 24 00 00 3d 24 00 00 55 24 00 00 06 00 00 00 02 00 00 00 01 00 12 f0 18 00 00 00 ,...K$..=$..U$..................
61a0 2f 00 00 00 42 24 00 00 34 24 00 00 5a 24 00 00 06 00 00 00 00 00 00 00 10 00 f0 07 20 00 00 00 /...B$..4$..Z$..................
61c0 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 ....................33..........
61e0 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 ....8.......0..........._._._.P.
6200 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 da 9b c2 01 00 0c 7a b7 P.T.1.0.......................z.
6220 0f 00 ee 03 62 09 00 00 02 00 ef 03 18 00 00 00 08 00 00 00 0d 13 0e 00 00 00 00 00 00 00 00 80 ....b...........................
6240 00 00 00 00 07 00 12 00 0f 00 0c 04 d2 08 00 00 0f 00 02 f0 ca 08 00 00 a0 00 08 f0 08 00 00 00 ................................
6260 10 00 00 00 19 28 00 00 0f 00 03 f0 fa 07 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 .....(..............(...........
6280 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 28 00 00 05 00 00 00 .........................(......
62a0 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 04 28 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 ....r............(......S.......
62c0 7f 00 00 00 04 00 80 00 94 c9 bc 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 ................................
62e0 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 ..........`.}...................
6300 00 00 0d 00 d7 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 78 00 ..............................x.
6320 00 00 12 00 0a f0 08 00 00 00 06 28 00 00 20 02 00 00 63 00 0b f0 24 00 00 00 04 00 00 00 00 00 ...........(......c...$.........
6340 7f 00 00 00 04 00 80 00 10 43 bc 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 .........C......................
6360 10 f0 08 00 00 00 f0 03 e0 07 60 15 60 0c 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 02 00 ..........`.`...................
6380 00 00 0e 01 bc 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 52 00 ..............................R.
63a0 00 00 32 00 0a f0 08 00 00 00 07 28 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 ..2........(......s...*.........
63c0 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 ................................
63e0 02 00 00 08 00 00 10 f0 08 00 00 00 0e 05 fe 01 93 03 8c 06 0f 00 04 f0 52 00 00 00 32 00 0a f0 ........................R...2...
6400 08 00 00 00 08 28 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 .....(......s...*...............
6420 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 ................................
6440 10 f0 08 00 00 00 8e 09 fe 01 93 03 0c 0b 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 09 28 ..................R...2........(
6460 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 ......s...*.....................
6480 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 ................................
64a0 50 07 a0 05 35 07 ce 08 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 0a 28 00 00 00 0b 00 00 P...5.......L............(......
64c0 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 c...$...........................
64e0 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 0f 08 93 03 a0 05 0f 08 0f 00 04 f0 ................................
6500 52 00 00 00 32 00 0a f0 08 00 00 00 0b 28 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 R...2........(......s...*.......
6520 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 ................................
6540 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 50 07 fe 01 93 03 ce 08 0f 00 04 f0 4c 00 00 00 02 02 ..............P...........L.....
6560 0a f0 08 00 00 00 0c 28 00 00 80 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 .......(......c...$.............
6580 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 ................................
65a0 00 00 0f 08 93 03 a0 05 4d 0a 0f 00 04 f0 d2 00 00 00 a2 0c 0a f0 08 00 00 00 0d 28 00 00 00 0a ........M..................(....
65c0 00 00 83 00 0b f0 30 00 00 00 80 00 78 dc bc 0f bf 00 02 00 02 00 81 01 04 00 00 08 83 01 00 00 ......0.....x...................
65e0 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 ................................
6600 00 00 80 07 d0 05 20 07 67 08 0f 00 0d f0 72 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 ........g.....r.................
6620 a0 0f 08 00 00 00 b1 03 32 00 2c 00 32 00 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 00 20 00 00 ........2.,.2.....".............
6640 32 00 01 00 00 00 00 00 20 00 00 00 04 00 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 24 00 00 00 2.................(.........$...
6660 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 ................................
6680 08 04 00 00 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 0f 28 00 00 00 0b 00 00 63 00 0b f0 ........L............(......c...
66a0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 $...............................
66c0 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 cd 05 93 03 a0 05 0f 08 0f 00 04 f0 d2 00 00 00 ................................
66e0 a2 0c 0a f0 08 00 00 00 10 28 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 70 3a d7 00 bf 00 .........(..........0.....p:....
6700 02 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 ................................
6720 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 40 05 10 02 60 03 27 06 0f 00 0d f0 72 00 00 00 ................@...`.'.....r...
6740 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a0 0f 08 00 00 00 b1 03 31 00 2c 00 31 00 00 00 a1 0f ......................1.,.1.....
6760 22 00 00 00 05 00 00 00 00 00 00 20 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 00 00 00 00 ".............2.................
6780 28 00 00 00 e7 ff 00 00 aa 0f 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 (.........$.....................
67a0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 d2 00 00 00 a2 0c 0a f0 08 00 ................................
67c0 00 00 11 28 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 80 a6 bc 0f bf 00 02 00 02 00 81 01 ...(..........0.................
67e0 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 ................................
6800 00 08 00 00 10 f0 08 00 00 00 80 07 10 02 60 03 67 08 0f 00 0d f0 72 00 00 00 00 00 9f 0f 04 00 ..............`.g.....r.........
6820 00 00 04 00 00 00 00 00 a0 0f 08 00 00 00 b1 03 31 00 2c 00 32 00 00 00 a1 0f 22 00 00 00 05 00 ................1.,.2.....".....
6840 00 00 00 00 00 20 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 00 00 00 00 28 00 00 00 e7 ff ........2.................(.....
6860 00 00 aa 0f 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 00 00 00 00 01 00 ....$...........................
6880 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 d2 00 00 00 a2 0c 0a f0 08 00 00 00 12 28 00 00 .............................(..
68a0 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 74 cb bc 0f bf 00 02 00 02 00 81 01 04 00 00 08 83 01 ........0.....t.................
68c0 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 10 f0 ................................
68e0 08 00 00 00 c0 09 10 02 60 03 a7 0a 0f 00 0d f0 72 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 ........`.......r...............
6900 00 00 a0 0f 08 00 00 00 b1 03 31 00 2c 00 33 00 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 00 20 ..........1.,.3....."...........
6920 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 24 00 ..2.................(.........$.
6940 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 ................................
6960 00 00 08 04 00 00 0f 00 04 f0 9a 00 00 00 b2 04 0a f0 08 00 00 00 15 28 00 00 30 0a 00 00 d3 00 .......................(..0.....
6980 0b f0 4e 00 00 00 04 00 00 00 00 00 7f 00 00 00 05 00 04 41 02 00 00 00 0b 01 07 00 00 00 3f 01 ..N................A..........?.
69a0 00 00 01 00 81 01 ff ff ff 00 83 01 ff ff ff 00 bf 01 00 00 11 00 c0 01 00 00 00 00 ff 01 00 00 ................................
69c0 09 00 01 02 80 80 80 00 3f 02 00 00 02 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 c0 0c a0 0b ........?.......................
69e0 b2 14 8d 0e 0f 00 11 f0 1c 00 00 00 00 00 c1 0b 04 00 00 00 07 00 00 00 00 00 c3 0b 08 00 00 00 ................................
6a00 01 00 00 00 13 01 d7 00 0f 00 04 f0 5a 00 00 00 12 00 0a f0 08 00 00 00 18 28 00 00 10 0a 00 00 ............Z............(......
6a20 53 00 0b f0 1e 00 00 00 0b 01 03 00 00 00 3f 01 00 00 01 00 bf 01 00 00 11 00 ff 01 00 00 09 00 S.............?.................
6a40 3f 02 00 00 02 00 00 00 10 f0 08 00 00 00 70 03 c0 03 c0 12 70 0d 0f 00 11 f0 0c 00 00 00 00 00 ?.............p.....p...........
6a60 c1 0b 04 00 00 00 03 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 28 00 00 00 0c ..............H............(....
6a80 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd ......0.........................
6aa0 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 3f 00 05 f0 60 00 h...................?.....?...`.
6ac0 00 00 01 00 12 f0 18 00 00 00 01 00 00 00 0b 28 00 00 09 28 00 00 0a 28 00 00 06 00 00 00 02 00 ...............(...(...(........
6ae0 00 00 01 00 12 f0 18 00 00 00 02 00 00 00 08 28 00 00 09 28 00 00 0c 28 00 00 06 00 00 00 02 00 ...............(...(...(........
6b00 00 00 01 00 12 f0 18 00 00 00 03 00 00 00 07 28 00 00 09 28 00 00 0f 28 00 00 06 00 00 00 02 00 ...............(...(...(........
6b20 00 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 ..............................33
6b40 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 ..............8.......0.........
6b60 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 .._._._.P.P.T.1.0...............
6b80 00 00 db 9b c2 01 b0 ef b1 68 0f 00 ee 03 fa 08 00 00 02 00 ef 03 18 00 00 00 08 00 00 00 0d 13 .........h......................
6ba0 0e 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 6a 08 00 00 0f 00 02 f0 62 08 ......................j.......b.
6bc0 00 00 00 01 08 f0 08 00 00 00 0f 00 00 00 12 40 00 00 0f 00 03 f0 92 07 00 00 0f 00 04 f0 28 00 ...............@..............(.
6be0 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 ................................
6c00 00 00 00 40 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 40 00 00 20 02 ...@..........r............@....
6c20 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 68 64 98 09 bf 01 00 00 01 00 ff 01 00 00 ..S...............hd............
6c40 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 ....................`.}.........
6c60 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 98 09 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 ................................
6c80 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 05 40 00 00 20 02 00 00 53 00 0b f0 ........r............@......S...
6ca0 1e 00 00 00 7f 00 00 00 04 00 80 00 58 1c d7 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 ............X...................
6cc0 00 00 00 00 10 f0 08 00 00 00 f0 03 70 0b 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 ............p.`.................
6ce0 00 00 02 00 00 00 0e 01 d7 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 ................................
6d00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 06 40 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 ..R...2........@......s...*.....
6d20 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 ................................
6d40 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 36 05 3e 06 d3 07 b4 06 0f 00 04 f0 52 00 00 00 ................6.>.........R...
6d60 32 00 0a f0 08 00 00 00 07 40 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 2........@......s...*...........
6d80 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 ................................
6da0 00 08 00 00 10 f0 08 00 00 00 46 0a 3e 06 d3 07 c4 0b 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 ..........F.>.........R...2.....
6dc0 00 00 08 40 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 85 00 02 00 00 00 87 00 01 00 00 00 81 01 ...@......s...*.................
6de0 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 ................................
6e00 08 00 00 00 06 08 1e 02 b3 03 84 09 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 09 40 00 00 ................L............@..
6e20 40 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 @...c...$.......................
6e40 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 c5 08 b3 03 3e 06 c5 08 ............................>...
6e60 0f 00 04 f0 52 00 00 00 32 00 0a f0 08 00 00 00 0a 40 00 00 00 0a 00 00 73 00 0b f0 2a 00 00 00 ....R...2........@......s...*...
6e80 85 00 02 00 00 00 87 00 01 00 00 00 81 01 99 cc 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 ff 01 ................................
6ea0 08 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 06 08 3e 06 d3 07 84 09 0f 00 04 f0 4c 00 ....................>.........L.
6ec0 00 00 02 02 0a f0 08 00 00 00 0b 40 00 00 c0 0b 00 00 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 ...........@......c...$.........
6ee0 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 01 02 02 00 00 08 03 03 00 00 00 00 00 00 ................................
6f00 10 f0 08 00 00 00 aa 08 9e 03 3e 06 05 0b 0f 00 04 f0 d2 00 00 00 a2 0c 0a f0 08 00 00 00 0c 40 ..........>....................@
6f20 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 38 5e 98 09 bf 00 02 00 02 00 81 01 04 00 00 08 ..........0.....8^..............
6f40 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 ................................
6f60 10 f0 08 00 00 00 36 08 4e 02 9e 03 1d 09 0f 00 0d f0 72 00 00 00 00 00 9f 0f 04 00 00 00 04 00 ......6.N.........r.............
6f80 00 00 00 00 a0 0f 08 00 00 00 b2 03 31 00 2c 00 32 00 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 ............1.,.2.....".........
6fa0 00 20 00 00 32 00 01 00 00 00 00 00 00 00 04 00 00 00 00 04 28 00 00 04 00 00 e7 ff 00 00 aa 0f ....2...............(...........
6fc0 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 $...............................
6fe0 00 00 00 00 08 04 00 00 0f 00 04 f0 4c 00 00 00 02 02 0a f0 08 00 00 00 0d 40 00 00 40 0b 00 00 ............L............@..@...
7000 63 00 0b f0 24 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 d1 01 01 00 00 00 ff 01 08 00 08 00 c...$...........................
7020 01 02 02 00 00 08 03 03 00 00 00 00 00 00 10 f0 08 00 00 00 f5 05 b3 03 3e 06 c5 08 0f 00 04 f0 ........................>.......
7040 d2 00 00 00 a2 0c 0a f0 08 00 00 00 0e 40 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 08 92 .............@..........0.......
7060 98 09 bf 00 02 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ................................
7080 ff 01 00 00 08 00 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 66 05 6e 06 be 07 4d 06 0f 00 0d f0 ....................f.n...M.....
70a0 72 00 00 00 00 00 9f 0f 04 00 00 00 04 00 00 00 00 00 a0 0f 08 00 00 00 b2 03 32 00 2c 00 31 00 r.........................2.,.1.
70c0 00 00 a1 0f 22 00 00 00 05 00 00 00 00 00 00 20 00 00 32 00 01 00 00 00 00 00 20 00 00 00 04 00 ....".............2.............
70e0 00 00 00 00 28 00 00 00 e7 ff 00 00 aa 0f 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ....(.........$.................
7100 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 d2 00 00 00 a2 0c ................................
7120 0a f0 08 00 00 00 0f 40 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 94 5f 98 09 bf 00 02 00 .......@..........0......_......
7140 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 ................................
7160 01 02 02 00 00 08 00 00 10 f0 08 00 00 00 3f 08 61 06 b1 07 26 09 0f 00 0d f0 72 00 00 00 00 00 ..............?.a...&.....r.....
7180 9f 0f 04 00 00 00 04 00 00 00 00 00 a0 0f 08 00 00 00 b2 03 32 00 2c 00 32 00 00 00 a1 0f 22 00 ....................2.,.2.....".
71a0 00 00 05 00 00 00 00 00 00 20 00 00 32 00 01 00 00 00 00 00 00 00 04 00 00 00 00 04 28 00 00 04 ............2...............(...
71c0 00 00 e7 ff 00 00 aa 0f 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 00 00 ........$.......................
71e0 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 d2 00 00 00 a2 0c 0a f0 08 00 00 00 ................................
7200 10 40 00 00 00 0a 00 00 83 00 0b f0 30 00 00 00 80 00 18 86 98 09 bf 00 02 00 02 00 81 01 04 00 .@..........0...................
7220 00 08 83 01 00 00 00 08 bf 01 00 00 10 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 ................................
7240 00 00 10 f0 08 00 00 00 80 0a 60 06 b0 07 67 0b 0f 00 0d f0 72 00 00 00 00 00 9f 0f 04 00 00 00 ..........`...g.....r...........
7260 04 00 00 00 00 00 a0 0f 08 00 00 00 b2 03 32 00 2c 00 33 00 00 00 a1 0f 22 00 00 00 05 00 00 00 ..............2.,.3.....".......
7280 00 00 00 20 00 00 32 00 01 00 00 00 00 00 00 00 04 00 00 00 00 04 28 00 00 04 00 00 e7 ff 00 00 ......2...............(.........
72a0 aa 0f 24 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 00 00 00 00 01 00 00 00 ..$.............................
72c0 07 00 00 00 00 00 08 04 00 00 0f 00 04 f0 9a 00 00 00 b2 04 0a f0 08 00 00 00 11 40 00 00 30 0a ...........................@..0.
72e0 00 00 d3 00 0b f0 4e 00 00 00 04 00 00 00 00 00 7f 00 00 00 05 00 04 41 01 00 00 00 0b 01 08 00 ......N................A........
7300 00 00 3f 01 00 00 01 00 81 01 ff ff ff 00 83 01 ff ff ff 00 bf 01 00 00 11 00 c0 01 00 00 00 00 ..?.............................
7320 ff 01 00 00 09 00 01 02 80 80 80 00 3f 02 00 00 02 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 ............?...................
7340 f0 09 70 0b 60 15 52 0c 0f 00 11 f0 1c 00 00 00 00 00 c1 0b 04 00 00 00 08 00 00 00 00 00 c3 0b ..p.`.R.........................
7360 08 00 00 00 01 00 00 00 13 01 23 0f 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 40 00 00 ..........#.....H............@..
7380 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 ........0.......................
73a0 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 3f 00 05 f0 ..h...................?.....?...
73c0 60 00 00 00 01 00 12 f0 18 00 00 00 01 00 00 00 0a 40 00 00 08 40 00 00 09 40 00 00 02 00 00 00 `................@...@...@......
73e0 06 00 00 00 01 00 12 f0 18 00 00 00 02 00 00 00 07 40 00 00 0c 40 00 00 0b 40 00 00 02 00 00 00 .................@...@...@......
7400 03 00 00 00 01 00 12 f0 18 00 00 00 03 00 00 00 06 40 00 00 08 40 00 00 0d 40 00 00 02 00 00 00 .................@...@...@......
7420 06 00 00 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 ................................
7440 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 33..............8.......0.......
7460 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e ...._._._.P.P.T.1.0.............
7480 08 00 00 00 df 9b c2 01 30 22 96 55 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 ........0".U....$...............
74a0 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 ................................
74c0 8c 01 00 00 50 01 08 f0 08 00 00 00 03 00 00 00 03 54 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 ....P............T......$.......
74e0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 (...............................
7500 08 00 00 00 00 54 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 54 00 00 .....T..........r............T..
7520 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 10 24 dc 00 bf 01 00 00 01 00 ff 01 ....S................$..........
7540 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 ......................`.}.......
7560 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 ................................
7580 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 54 00 00 20 02 00 00 53 00 ..........r............T......S.
75a0 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 80 59 23 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 ...............Y#...............
75c0 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b ................`...............
75e0 08 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 ..........#.....................
7600 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 54 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 ....H............T..........0...
7620 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 ......................h.........
7640 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 ..........?.....................
7660 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 ............33..............8...
7680 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 ....0..........._._._.P.P.T.1.0.
76a0 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e1 9b c2 01 a0 57 2d 30 0f 00 ee 03 24 02 00 00 .....................W-0....$...
76c0 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 ................................
76e0 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 60 00 08 f0 08 00 00 00 03 00 00 00 03 18 00 00 ................`...............
7700 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 ....$.......(...................
7720 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 18 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 ............................r...
7740 12 00 0a f0 08 00 00 00 02 18 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 ................S...............
7760 54 2f bb 0d bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 T/..............................
7780 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 bb 0d 0f 00 ..`.}...........................
77a0 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 ......................r.........
77c0 00 00 03 18 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 c0 3e bb 0d bf 01 ..........S................>....
77e0 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f ............................`...
7800 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 bb 0d 0f 00 0d f0 0c 00 00 00 ................................
7820 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 18 00 00 ................H...............
7840 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 ........0.......................
7860 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 ..h...................?.........
7880 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 ........................33......
78a0 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 ........8.......0..........._._.
78c0 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 d7 9b c2 01 _.P.P.T.1.0.....................
78e0 b0 00 03 38 0f 00 ee 03 7a 0f 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 15 00 00 00 00 00 00 ...8....z.......................
7900 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 ea 0e 00 00 0f 00 02 f0 e2 0e 00 00 20 01 08 f0 ................................
7920 08 00 00 00 18 00 00 00 20 48 00 00 0f 00 03 f0 7a 0e 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 .........H......z.......(.......
7940 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 48 00 00 .............................H..
7960 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 48 00 00 20 02 00 00 53 00 0b f0 ........r............H......S...
7980 1e 00 00 00 7f 00 00 00 04 00 80 00 28 a2 98 09 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 ............(...................
79a0 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 ..............`.}...............
79c0 00 00 00 00 00 00 0d 00 98 09 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 ................................
79e0 03 f0 c8 0d 00 00 0f 00 04 f0 88 00 00 00 01 00 09 f0 10 00 00 00 20 01 00 00 f0 03 00 00 60 15 ..............................`.
7a00 00 00 1a 0f 00 00 02 00 0a f0 08 00 00 00 20 48 00 00 01 02 00 00 13 00 0b f0 06 00 00 00 7f 00 ...............H................
7a20 00 01 00 01 23 00 22 f1 22 00 00 00 9f 03 03 00 00 00 a0 c3 16 00 00 00 04 00 04 00 04 00 d0 02 ....#.".".......................
7a40 00 00 c9 02 00 00 c8 02 00 00 c9 02 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 1a 0f 0f 00 ..........................`.....
7a60 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 13 00 98 09 0f 00 04 f0 c2 00 00 00 12 00 ................................
7a80 0a f0 08 00 00 00 10 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 ac bd .......H..........<.............
7aa0 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ................................
7ac0 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 a0 0e 00 00 51 0c ............?.................Q.
7ae0 00 00 60 15 00 00 1a 0f 00 00 0f 00 0d f0 4e 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 ..`...........N.................
7b00 a8 0f 06 00 00 00 32 32 2e 39 36 25 00 00 a1 0f 16 00 00 00 07 00 00 00 00 00 01 08 00 00 00 00 ......22.96%....................
7b20 01 00 07 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 ..........................@.`...
7b40 0f 00 04 f0 c2 00 00 00 12 00 0a f0 08 00 00 00 0f 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 .................H..........<...
7b60 7f 00 00 00 04 00 80 00 58 b8 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 ........X.......................
7b80 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 ......................?.........
7ba0 10 00 00 00 50 0a 00 00 51 0c 00 00 a0 0e 00 00 1a 0f 00 00 0f 00 0d f0 4e 00 00 00 00 00 9f 0f ....P...Q...............N.......
7bc0 04 00 00 00 07 00 00 00 00 00 a8 0f 06 00 00 00 34 33 2e 36 39 25 00 00 a1 0f 16 00 00 00 07 00 ................43.69%..........
7be0 00 00 00 00 01 08 00 00 00 00 01 00 07 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 ................................
7c00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 d7 00 00 00 12 00 0a f0 08 00 00 00 0e 48 00 00 02 0a ....@.`....................H....
7c20 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 c0 1a d7 00 bf 00 00 00 02 00 81 01 04 00 ......<.........................
7c40 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 ................................
7c60 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 20 01 00 00 51 0c 00 00 50 0a 00 00 1a 0f 00 00 0f 00 ?.................Q...P.........
7c80 0d f0 63 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 1b 00 00 00 55 6e 73 75 70 65 ..c.......................Unsupe
7ca0 72 76 69 73 65 64 2c 20 0d 42 57 20 65 73 74 69 6d 61 74 65 64 00 00 a1 0f 16 00 00 00 1c 00 00 rvised,..BW.estimated...........
7cc0 00 00 00 01 08 00 00 00 00 01 00 1c 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 ................................
7ce0 00 20 01 40 02 60 03 80 04 0f 00 04 f0 c2 00 00 00 12 00 0a f0 08 00 00 00 0d 48 00 00 02 0a 00 ...@.`....................H.....
7d00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 84 40 d7 00 bf 00 00 00 02 00 81 01 04 00 00 .....<............@.............
7d20 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f ...............................?
7d40 02 00 00 02 00 00 00 0f f0 10 00 00 00 a0 0e 00 00 89 09 00 00 60 15 00 00 51 0c 00 00 0f 00 0d .....................`...Q......
7d60 f0 4e 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 06 00 00 00 35 30 2e 30 34 25 00 .N.......................50.04%.
7d80 00 a1 0f 16 00 00 00 07 00 00 00 00 00 01 08 00 00 00 00 01 00 07 00 00 00 00 00 00 00 00 00 a6 ................................
7da0 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 c2 00 00 00 12 00 0a f0 08 .............@.`................
7dc0 00 00 00 0c 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 ec 7c d7 00 bf ....H..........<............|...
7de0 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 ................................
7e00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 50 0a 00 00 89 09 00 00 a0 .........?.............P........
7e20 0e 00 00 51 0c 00 00 0f 00 0d f0 4e 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 06 ...Q.......N....................
7e40 00 00 00 38 30 2e 30 39 25 00 00 a1 0f 16 00 00 00 07 00 00 00 00 00 01 08 00 00 00 00 01 00 07 ...80.09%.......................
7e60 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 .......................@.`......
7e80 f0 d5 00 00 00 12 00 0a f0 08 00 00 00 0b 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 ..............H..........<......
7ea0 00 04 00 80 00 ec 9a d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 ................................
7ec0 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 ...................?............
7ee0 00 20 01 00 00 89 09 00 00 50 0a 00 00 51 0c 00 00 0f 00 0d f0 61 00 00 00 00 00 9f 0f 04 00 00 .........P...Q.......a..........
7f00 00 07 00 00 00 00 00 a8 0f 19 00 00 00 53 75 70 65 72 76 69 73 65 64 2c 20 0d 42 57 20 65 73 74 .............Supervised,..BW.est
7f20 69 6d 61 74 65 64 00 00 a1 0f 16 00 00 00 1a 00 00 00 00 00 01 08 00 00 00 00 01 00 1a 00 00 00 imated..........................
7f40 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 c1 00 ....................@.`.........
7f60 00 00 12 00 0a f0 08 00 00 00 0a 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 ...........H..........<.........
7f80 80 00 f4 33 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 ...3............................
7fa0 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 a0 0e ................?...............
7fc0 00 00 c0 06 00 00 60 15 00 00 89 09 00 00 0f 00 0d f0 4d 00 00 00 00 00 9f 0f 04 00 00 00 07 00 ......`...........M.............
7fe0 00 00 00 00 a8 0f 05 00 00 00 39 38 2e 30 25 00 00 a1 0f 16 00 00 00 06 00 00 00 00 00 01 08 00 ..........98.0%.................
8000 00 00 00 01 00 06 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 .............................@.`
8020 03 80 04 0f 00 04 f0 c0 00 00 00 12 00 0a f0 08 00 00 00 09 48 00 00 02 0a 00 00 a3 00 0b f0 3c ....................H..........<
8040 00 00 00 7f 00 00 00 04 00 80 00 44 d9 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 ...........D....................
8060 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 .........................?......
8080 00 0f f0 10 00 00 00 50 0a 00 00 c0 06 00 00 a0 0e 00 00 89 09 00 00 0f 00 0d f0 4c 00 00 00 00 .......P...................L....
80a0 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 04 00 00 00 31 30 30 25 00 00 a1 0f 16 00 00 00 05 ...................100%.........
80c0 00 00 00 00 00 01 08 00 00 00 00 01 00 05 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 ................................
80e0 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 ce 00 00 00 12 00 0a f0 08 00 00 00 08 48 00 00 02 .....@.`....................H...
8100 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 38 c7 d7 00 bf 00 00 00 02 00 81 01 04 .......<...........8............
8120 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 ................................
8140 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 20 01 00 00 c0 06 00 00 50 0a 00 00 89 09 00 00 0f .?.....................P........
8160 00 0d f0 5a 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 12 00 00 00 52 65 6c 61 74 ...Z.......................Relat
8180 69 76 65 20 46 72 65 71 75 65 6e 63 79 00 00 a1 0f 16 00 00 00 13 00 00 00 00 00 01 08 00 00 00 ive.Frequency...................
81a0 00 01 00 13 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 ...........................@.`..
81c0 04 0f 00 04 f0 cc 00 00 00 12 00 0a f0 08 00 00 00 07 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 ..................H..........<..
81e0 00 7f 00 00 00 04 00 80 00 80 6d 98 09 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf ..........m.....................
8200 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f .......................?........
8220 f0 10 00 00 00 a0 0e 00 00 f0 03 00 00 60 15 00 00 c0 06 00 00 0f 00 0d f0 58 00 00 00 00 00 9f .............`...........X......
8240 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 10 00 00 00 35 30 30 30 20 77 6f 72 64 20 63 6f 72 70 75 .................5000.word.corpu
8260 73 00 00 a1 0f 16 00 00 00 11 00 00 00 00 00 01 08 00 00 00 00 01 00 11 00 00 00 00 00 00 00 00 s...............................
8280 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 cb 00 00 00 12 00 0a ...............@.`..............
82a0 f0 08 00 00 00 06 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 38 20 98 ......H..........<...........8..
82c0 09 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff ................................
82e0 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 50 0a 00 00 f0 03 00 ...........?.............P......
8300 00 a0 0e 00 00 c0 06 00 00 0f 00 0d f0 57 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 .............W..................
8320 0f 0f 00 00 00 32 30 30 20 77 6f 72 64 20 63 6f 72 70 75 73 00 00 a1 0f 16 00 00 00 10 00 00 00 .....200.word.corpus............
8340 00 00 01 08 00 00 00 00 01 00 10 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 ................................
8360 20 01 40 02 60 03 80 04 0f 00 04 f0 b4 00 00 00 12 00 0a f0 08 00 00 00 05 48 00 00 02 0a 00 00 ..@.`....................H......
8380 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 04 7d 98 09 bf 00 00 00 02 00 81 01 04 00 00 08 ....<............}..............
83a0 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 ..............................?.
83c0 00 00 02 00 00 00 0f f0 10 00 00 00 20 01 00 00 f0 03 00 00 50 0a 00 00 c0 06 00 00 0f 00 0d f0 ....................P...........
83e0 40 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a1 0f 16 00 00 00 01 00 00 00 00 00 01 08 @...............................
8400 00 00 00 00 01 00 01 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 ..............................@.
8420 60 03 80 04 0f 00 04 f0 60 00 00 00 42 01 0a f0 08 00 00 00 11 48 00 00 02 0a 00 00 83 00 0b f0 `.......`...B........H..........
8440 30 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9f 6f 00 00 d7 01 01 00 00 00 ff 01 08 00 0..................o............
8460 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 ........?.......................
8480 f0 03 00 00 60 15 00 00 f0 03 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 12 48 00 00 ....`...........Z...B........H..
84a0 02 0a 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 ....s...*..................1....
84c0 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 ..........?.....................
84e0 00 00 c0 06 00 00 60 15 00 00 c0 06 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 13 48 ......`...........Z...B........H
8500 00 00 02 0a 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ......s...*..................1..
8520 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 ............?...................
8540 20 01 00 00 89 09 00 00 60 15 00 00 89 09 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 ........`...........Z...B.......
8560 14 48 00 00 02 0a 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 .H......s...*..................1
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85a0 00 00 20 01 00 00 51 0c 00 00 60 15 00 00 51 0c 00 00 0f 00 04 f0 60 00 00 00 42 01 0a f0 08 00 ......Q...`...Q.......`...B.....
85c0 00 00 15 48 00 00 02 0a 00 00 83 00 0b f0 30 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 ...H..........0.................
85e0 9f 6f 00 00 d7 01 01 00 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 .o....................?.........
8600 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 1a 0f 00 00 60 15 00 00 1a 0f 00 00 0f 00 04 f0 60 00 ..................`...........`.
8620 00 00 42 01 0a f0 08 00 00 00 16 48 00 00 02 0a 00 00 83 00 0b f0 30 00 00 00 bf 01 00 00 10 00 ..B........H..........0.........
8640 c0 01 01 00 00 08 cb 01 9f 6f 00 00 d7 01 01 00 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 .........o....................?.
8660 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 f0 03 00 00 20 01 00 00 1a 0f ................................
8680 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 17 48 00 00 02 0a 00 00 73 00 0b f0 2a 00 ......Z...B........H......s...*.
86a0 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 .................1..............
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86e0 1a 0f 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 18 48 00 00 02 0a 00 00 73 00 0b f0 ........Z...B........H......s...
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8760 0b f0 30 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9f 6f 00 00 d7 01 01 00 00 00 ff 01 ..0..................o..........
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8800 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 ..........................33....
8820 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 ..........8.......0..........._.
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9380 81 00 00 01 00 00 00 10 00 00 00 01 00 db 0f 0f 00 e8 03 2e 1c 00 00 01 00 e9 03 28 00 00 00 80 ...........................(....
93a0 16 00 00 e0 10 00 00 e0 10 00 00 80 16 00 00 05 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 01 ................................
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9400 52 00 6f 00 6f 00 74 00 20 00 45 00 6e 00 74 00 72 00 79 00 00 00 00 00 00 00 00 00 00 00 00 00 R.o.o.t...E.n.t.r.y.............
9420 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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9460 00 00 00 00 00 00 00 00 00 00 00 00 00 d3 0b f5 13 6b c4 01 7a 00 00 00 00 0c 00 00 00 00 00 00 .................k..z...........
9480 50 00 69 00 63 00 74 00 75 00 72 00 65 00 73 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 P.i.c.t.u.r.e.s.................
94a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
94c0 12 00 02 01 ff ff ff ff 02 00 00 00 ff ff ff ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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9500 43 00 75 00 72 00 72 00 65 00 6e 00 74 00 20 00 55 00 73 00 65 00 72 00 00 00 00 00 00 00 00 00 C.u.r.r.e.n.t...U.s.e.r.........
9520 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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95a0 69 00 6f 00 6e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 i.o.n...........................
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9640 67 67 69 6e 67 20 31 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 gging.1.....Constraints.and.HMM.
9660 54 61 67 67 69 6e 67 20 32 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d Tagging.2.....Constraints.and.HM
9680 4d 20 54 61 67 67 69 6e 67 20 33 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 M.Tagging.3.....Constraints.and.
96a0 48 4d 4d 20 54 61 67 67 69 6e 67 20 34 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e HMM.Tagging.4.....Constraints.an
96c0 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 35 00 15 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 4d 6f d.HMM.Tagging.5.....reMarker:.Mo
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9700 74 79 00 11 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 4d 65 74 68 6f 64 00 15 00 00 00 72 65 4d 61 ty.....reMarker:.Method.....reMa
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9780 00 03 00 00 00 02 00 00 00 1e 00 00 00 10 00 00 00 44 65 73 69 67 6e 20 54 65 6d 70 6c 61 74 65 .................Design.Template
97a0 00 03 00 00 00 01 00 00 00 1e 00 00 00 15 00 00 00 45 6d 62 65 64 64 65 64 20 4f 4c 45 20 53 65 .................Embedded.OLE.Se
97c0 72 76 65 72 73 00 03 00 00 00 01 00 00 00 1e 00 00 00 0d 00 00 00 53 6c 69 64 65 20 54 69 74 6c rvers.................Slide.Titl
97e0 65 73 00 03 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 04 00 00 00 2d 01 03 00 04 00 00 00 2e 01 es....................-.........
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9d80 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 0d 04 08 00 00 00 00 c0 00 00 00 c0 00 .P.T.1.0........................
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9dc0 00 8b 13 34 00 00 00 0f 00 ae 0f 2c 00 00 00 10 00 af 0f 08 00 00 00 0d 01 00 00 01 00 00 00 00 ...4.......,....................
9de0 00 ac 0f 14 00 00 00 00 00 80 03 ff ff 01 00 03 00 01 00 00 00 00 00 00 00 00 00 0f 00 f0 0f 1f ................................
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9e20 00 9f 0f 04 00 00 00 06 00 00 00 00 00 a8 0f 21 00 00 00 54 61 67 67 69 6e 67 20 77 69 74 68 20 ...............!...Tagging.with.
9e40 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 10 00 9f 0f 04 00 00 00 05 00 00 00 Hidden.Markov.Models............
9e60 00 00 a8 0f 3c 00 00 00 43 4d 50 54 20 38 38 32 20 46 69 6e 61 6c 20 50 72 6f 6a 65 63 74 0d 43 ....<...CMPT.882.Final.Project.C
9e80 68 72 69 73 20 44 65 6d 77 65 6c 6c 0d 53 69 6d 6f 6e 20 46 72 61 73 65 72 20 55 6e 69 76 65 72 hris.Demwell.Simon.Fraser.Univer
9ea0 73 69 74 79 00 00 aa 0f 1a 00 00 00 1d 00 00 00 00 00 00 00 07 00 00 00 01 00 00 00 03 00 19 00 sity............................
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9ee0 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 10 00 00 00 54 68 65 20 54 61 67 67 69 6e ......................The.Taggin
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a400 00 00 00 00 14 20 00 00 14 00 00 01 00 00 00 00 18 20 00 00 18 00 00 01 00 00 00 00 18 28 00 00 .............................(..
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a500 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 .........................Hidden.
a520 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 33 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 44 Markov.Models.3................D
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a960 00 01 00 00 00 03 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 ................................
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aaa0 00 00 04 20 00 00 04 00 00 00 00 aa 0f 50 00 00 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 00 .............P..................
aac0 00 03 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 08 00 00 00 00 00 00 00 01 00 00 ................................
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ada0 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 ................................
adc0 00 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 0d 00 00 00 04 00 00 00 02 00 00 00 08 01 ................................
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aea0 49 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 3a 00 00 00 a1 0f 5c 00 00 00 I...I.n.d.u.c.t.i.o.n.:.....\...
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b0a0 6c 00 61 00 74 00 65 00 20 00 b1 03 20 00 61 00 6e 00 64 00 20 00 b2 03 2c 00 20 00 70 00 28 00 l.a.t.e.......a.n.d.....,...p.(.
b0c0 4f 00 20 00 7c 00 20 00 bb 03 29 00 0d 00 52 00 65 00 70 00 65 00 61 00 74 00 20 00 75 00 6e 00 O...|.....)...R.e.p.e.a.t...u.n.
b0e0 74 00 69 00 6c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 20 00 64 00 6f 00 65 00 t.i.l...p.(.O...|.....)...d.o.e.
b100 73 00 6e 00 19 20 74 00 20 00 63 00 68 00 61 00 6e 00 67 00 65 00 20 00 6d 00 75 00 63 00 68 00 s.n...t...c.h.a.n.g.e...m.u.c.h.
b120 00 00 a1 0f 1e 00 00 00 b6 00 00 00 00 00 00 00 00 00 3a 00 00 00 00 00 00 00 7c 00 00 00 00 04 ..................:.......|.....
b140 20 00 00 04 00 00 00 00 aa 0f d4 00 00 00 3a 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 ..............:.................
b160 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 ................................
b180 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 ................'...............
b1a0 00 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 02 00 00 00 ................................
b1c0 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 ................................
b1e0 08 04 00 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 ................................
b200 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 ................................
b220 00 00 00 00 f3 03 14 00 00 00 05 00 00 00 00 00 00 00 02 00 00 00 02 01 00 00 00 00 00 00 00 00 ................................
b240 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 10 ..................HMM.Tagging.1.
b260 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f a4 00 00 00 54 72 61 69 6e 69 6e 67 20 4d 65 74 68 ...................Training.Meth
b280 6f 64 0d 53 75 70 65 72 76 69 73 65 64 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 od.Supervised.Relative.Frequency
b2a0 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 20 77 69 74 68 20 66 75 72 74 68 65 72 .Relative.Frequency.with.further
b2c0 20 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e 67 0d 55 6e 73 .Maximum.Likelihood.training.Uns
b2e0 75 70 65 72 76 69 73 65 64 0d 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 upervised.Maximum.Likelihood.tra
b300 69 6e 69 6e 67 20 77 69 74 68 20 72 61 6e 64 6f 6d 20 73 74 61 72 74 00 00 a1 0f 62 00 00 00 10 ining.with.random.start....b....
b320 00 00 00 00 00 00 00 00 00 0b 00 00 00 01 00 00 00 00 00 4f 00 00 00 02 00 00 00 00 00 0d 00 00 ...................O............
b340 00 01 00 00 00 00 00 2e 00 00 00 02 00 00 00 00 00 10 00 00 00 00 00 00 00 0b 00 00 00 00 04 00 ................................
b360 00 00 04 4f 00 00 00 00 04 00 00 00 04 0d 00 00 00 00 08 00 00 00 08 2e 00 00 00 00 0c 00 00 00 ...O............................
b380 0c 00 00 f3 03 14 00 00 00 11 00 00 00 00 00 00 00 02 00 00 00 0d 01 00 00 00 00 00 00 00 00 9f ................................
b3a0 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 32 10 00 .................HMM.Tagging.2..
b3c0 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f be 00 00 00 52 65 61 64 20 63 6f 72 70 75 73 2c 20 74 ..................Read.corpus,.t
b3e0 61 6b 65 20 63 6f 75 6e 74 73 20 61 6e 64 20 6d 61 6b 65 20 74 72 61 6e 73 6c 61 74 69 6f 6e 20 ake.counts.and.make.translation.
b400 74 61 62 6c 65 73 0d 54 72 61 69 6e 20 48 4d 4d 20 75 73 69 6e 67 20 42 57 20 6f 72 20 63 6f 6d tables.Train.HMM.using.BW.or.com
b420 70 75 74 65 20 48 4d 4d 20 75 73 69 6e 67 20 52 46 0d 43 6f 6d 70 75 74 65 20 6d 6f 73 74 20 6c pute.HMM.using.RF.Compute.most.l
b440 69 6b 65 6c 79 20 68 69 64 64 65 6e 20 73 74 61 74 65 20 73 65 71 75 65 6e 63 65 0d 44 65 74 65 ikely.hidden.state.sequence.Dete
b460 72 6d 69 6e 65 20 50 4f 53 20 72 6f 6c 65 20 74 68 61 74 20 65 61 63 68 20 73 74 61 74 65 20 6d rmine.POS.role.that.each.state.m
b480 6f 73 74 20 6c 69 6b 65 6c 79 20 70 6c 61 79 73 00 00 a1 0f 18 00 00 00 bf 00 00 00 00 00 92 00 ost.likely.plays................
b4a0 00 00 01 00 22 20 00 00 bf 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 12 00 00 00 00 00 00 00 ...."...........................
b4c0 02 00 00 00 0c 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 ................................
b4e0 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 31 10 00 9f 0f 04 00 00 00 01 HMM.Tagging:.Pitfalls.1.........
b500 00 00 00 00 00 a8 0f f8 00 00 00 4d 6f 6e 6f 6c 69 74 68 69 63 20 48 4d 4d 0d 52 65 6c 61 74 69 ...........Monolithic.HMM.Relati
b520 76 65 6c 79 20 6f 70 61 71 75 65 20 74 6f 20 64 65 62 75 67 67 69 6e 67 20 73 74 72 61 74 65 67 vely.opaque.to.debugging.strateg
b540 69 65 73 0d 44 69 66 66 69 63 75 6c 74 20 74 6f 20 6d 6f 64 75 6c 61 72 69 7a 65 0d 53 69 67 6e ies.Difficult.to.modularize.Sign
b560 69 66 69 63 61 6e 74 20 74 69 6d 65 2f 73 70 61 63 65 20 65 66 66 69 63 69 65 6e 63 79 20 63 6f ificant.time/space.efficiency.co
b580 6e 63 65 72 6e 73 0d 56 61 72 69 65 64 20 74 65 63 68 6e 69 71 75 65 73 20 66 6f 72 20 70 72 69 ncerns.Varied.techniques.for.pri
b5a0 6f 72 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 73 0d 4e 75 6d 65 72 69 63 61 6c 20 53 74 61 or.implementations.Numerical.Sta
b5c0 62 69 6c 69 74 79 0d 56 65 72 79 20 73 6d 61 6c 6c 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 bility.Very.small.probabilities.
b5e0 6c 69 6b 65 6c 79 20 74 6f 20 75 6e 64 65 72 66 6c 6f 77 0d 4c 6f 67 20 6c 69 6b 65 6c 69 68 6f likely.to.underflow.Log.likeliho
b600 6f 64 0d 00 00 a1 0f 60 00 00 00 0f 00 00 00 00 00 00 00 00 00 99 00 00 00 01 00 00 00 00 00 14 od.....`........................
b620 00 00 00 00 00 00 00 00 00 3c 00 00 00 01 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 0f 00 00 .........<......................
b640 00 00 00 00 00 99 00 00 00 00 00 00 00 14 00 00 00 00 04 00 00 00 04 3c 00 00 00 00 04 00 00 00 .......................<........
b660 04 01 00 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 14 00 00 00 00 00 00 00 02 00 00 00 0e ................................
b680 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 4d 4d 20 54 ...........................HMM.T
b6a0 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 agging:.Pitfalls.2..............
b6c0 a8 0f bf 00 00 00 53 74 61 74 65 20 72 6f 6c 65 20 69 64 65 6e 74 69 66 69 63 61 74 69 6f 6e 0d ......State.role.identification.
b6e0 4c 65 78 69 63 6f 6e 20 67 69 76 69 6e 67 20 70 28 74 61 67 20 7c 20 77 6f 72 64 29 20 66 72 6f Lexicon.giving.p(tag.|.word).fro
b700 6d 20 73 75 70 65 72 76 69 73 65 64 20 63 6f 72 70 75 73 0d 55 6e 73 65 65 6e 20 77 6f 72 64 73 m.supervised.corpus.Unseen.words
b720 0d 45 71 75 61 6c 6c 79 20 6c 69 6b 65 6c 79 20 74 61 67 73 20 66 6f 72 20 6d 75 6c 74 69 70 6c .Equally.likely.tags.for.multipl
b740 65 20 73 74 61 74 65 73 0d 4c 6f 63 61 6c 20 6d 61 78 69 6d 61 0d 48 4d 4d 20 6e 6f 74 20 67 75 e.states.Local.maxima.HMM.not.gu
b760 61 72 61 6e 74 65 65 64 20 74 6f 20 63 6f 6e 76 65 72 67 65 20 6f 6e 20 63 6f 72 72 65 63 74 20 aranteed.to.converge.on.correct.
b780 6d 6f 64 65 6c 00 00 a1 0f 4c 00 00 00 1a 00 00 00 00 00 00 00 00 00 69 00 00 00 01 00 00 00 00 model....L.............i........
b7a0 00 0d 00 00 00 00 00 00 00 00 00 30 00 00 00 01 00 00 00 00 00 1a 00 00 00 00 00 00 00 69 00 00 ...........0.................i..
b7c0 00 00 00 00 00 0d 00 00 00 00 04 00 00 00 04 30 00 00 00 00 08 00 00 00 08 00 00 aa 0f 2c 00 00 ...............0.............,..
b7e0 00 29 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 5b 00 00 00 00 00 00 00 06 00 00 00 01 .).................[............
b800 00 00 00 03 00 31 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 13 00 00 00 00 00 00 00 02 00 00 .....1..........................
b820 00 0b 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 4d 4d .............................HMM
b840 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 10 00 9f 0f 04 00 00 00 01 00 00 00 .Tagging:.Prior.Work............
b860 00 00 a8 0f 55 00 00 00 43 75 74 74 69 6e 67 20 65 74 20 61 6c 2e 0d 45 6c 61 62 6f 72 61 74 65 ....U...Cutting.et.al..Elaborate
b880 20 72 65 64 75 63 74 69 6f 6e 20 6f 66 20 63 6f 6d 70 6c 65 78 69 74 79 20 28 61 6d 62 69 67 75 .reduction.of.complexity.(ambigu
b8a0 69 74 79 20 63 6c 61 73 73 65 73 29 0d 49 6e 74 65 67 72 61 74 69 6f 6e 20 6f 66 20 0d 00 00 a1 ity.classes).Integration.of.....
b8c0 0f 26 00 00 00 0f 00 00 00 00 00 00 00 00 00 47 00 00 00 01 00 00 00 00 00 0f 00 00 00 00 00 00 .&.............G................
b8e0 00 47 00 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 0f 00 00 00 04 00 00 00 01 00 00 00 09 .G..............................
b900 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 07 00 00 00 52 65 73 75 6c ...........................Resul
b920 74 73 00 00 ea 03 00 00 00 00 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e ts............$.................
b940 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 ................................
b960 00 00 60 00 08 f0 08 00 00 00 03 00 00 00 03 18 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 ..`...................$.......(.
b980 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 ................................
b9a0 00 00 00 18 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 18 00 00 20 02 ..............r.................
b9c0 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 54 2f bb 0d bf 01 00 00 01 00 ff 01 00 00 ..S...............T/............
b9e0 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 ....................`.}.........
ba00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 bb 0d 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 ................................
ba20 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 18 00 00 20 02 00 00 53 00 0b f0 ........r...................S...
ba40 1e 00 00 00 7f 00 00 00 04 00 80 00 c0 3e bb 0d bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 .............>..................
ba60 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 ..............`.................
ba80 00 00 01 00 00 00 0e 00 bb 0d 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 ................................
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bac0 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 ....................h...........
bae0 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 ........?.......................
bb00 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 ..........33..............8.....
bb20 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 ..0..........._._._.P.P.T.1.0...
bb40 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 d7 9b c2 01 b0 00 03 38 0f 00 ee 03 3a 02 00 00 02 00 .....................8....:.....
bb60 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 ................................
bb80 0c 04 aa 01 00 00 0f 00 02 f0 a2 01 00 00 80 01 08 f0 08 00 00 00 03 00 00 00 0e 60 00 00 0f 00 ...........................`....
bba0 03 f0 3a 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 ..:.......(.....................
bbc0 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 60 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 ...............`..........r.....
bbe0 0a f0 08 00 00 00 04 60 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 84 74 .......`......S................t
bc00 dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 ................................
bc20 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 `.}.............................
bc40 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 88 00 00 00 12 00 0a f0 08 00 00 00 ................................
bc60 0e 60 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 34 46 23 0f bf 01 00 00 .`......S...............4F#.....
bc80 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 ..........................`.....
bca0 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 dc 00 0f 00 0d f0 22 00 00 00 00 00 ..........................".....
bcc0 9e 0f 04 00 00 00 01 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 80 01 70 02 60 03 50 04 70 05 ........................p.`.P.p.
bce0 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 60 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 ....H............`..........0...
bd00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 ......................h.........
bd20 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 ..........?.....................
bd40 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 ............33..............8...
bd60 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 ....0..........._._._.P.P.T.1.0.
bd80 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e2 9b c2 01 d0 41 1c c6 0f 00 ee 03 24 02 00 00 .....................A......$...
bda0 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 ................................
bdc0 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 70 01 08 f0 08 00 00 00 03 00 00 00 03 5c 00 00 ................p............\..
bde0 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 ....$.......(...................
be00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 5c 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 .................\..........r...
be20 12 00 0a f0 08 00 00 00 02 5c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 .........\......S...............
be40 ac da dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 ................................
be60 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 ..`.}...........................
be80 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 ......................r.........
bea0 00 00 03 5c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 dc 2e 23 0f bf 01 ...\......S.................#...
bec0 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f ............................`...
bee0 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 ......................#.........
bf00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 5c 00 00 ................H............\..
bf20 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 ........0.......................
bf40 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 ..h...................?.........
bf60 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 ........................33......
bf80 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 ........8.......0..........._._.
bfa0 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e2 9b c2 01 _.P.P.T.1.0.....................
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bfe0 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 b0 01 08 f0 ................................
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c020 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 6c 00 00 .............................l..
c040 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 6c 00 00 20 02 00 00 53 00 0b f0 ........r............l......S...
c060 1e 00 00 00 7f 00 00 00 04 00 80 00 60 ab 23 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 ............`.#.................
c080 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 ..............`.}...............
c0a0 00 00 00 00 00 00 0d 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 ........#.......................
c0c0 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 6c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 ..r............l......S.........
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c140 12 00 0a f0 08 00 00 00 01 6c 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 .........l..........0...........
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c1c0 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 ........_._._.P.P.T.1.0.........
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c260 02 00 0a f0 08 00 00 00 00 58 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 .........X..........r...........
c280 02 58 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 40 85 dc 00 bf 01 00 00 .X......S...............@.......
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c2c0 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 ................................
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c300 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 18 86 dc 00 bf 01 00 00 01 00 ff 01 00 00 ..S.............................
c320 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 ....................`...........
c340 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 ................................
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c400 01 00 00 00 02 00 00 00 03 00 00 00 04 00 00 00 05 00 00 00 06 00 00 00 07 00 00 00 ba 00 00 00 ................................
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c4c0 31 00 00 00 32 00 00 00 33 00 00 00 34 00 00 00 35 00 00 00 36 00 00 00 37 00 00 00 38 00 00 00 1...2...3...4...5...6...7...8...
c4e0 39 00 00 00 3a 00 00 00 3b 00 00 00 3c 00 00 00 3d 00 00 00 3e 00 00 00 3f 00 00 00 40 00 00 00 9...:...;...<...=...>...?...@...
c500 41 00 00 00 42 00 00 00 43 00 00 00 44 00 00 00 45 00 00 00 46 00 00 00 47 00 00 00 48 00 00 00 A...B...C...D...E...F...G...H...
c520 64 00 00 00 63 00 00 00 ff ff ff ff 4c 00 00 00 4d 00 00 00 4e 00 00 00 4f 00 00 00 50 00 00 00 d...c.......L...M...N...O...P...
c540 51 00 00 00 52 00 00 00 53 00 00 00 54 00 00 00 55 00 00 00 56 00 00 00 57 00 00 00 58 00 00 00 Q...R...S...T...U...V...W...X...
c560 59 00 00 00 5a 00 00 00 5b 00 00 00 5c 00 00 00 5d 00 00 00 5e 00 00 00 5f 00 00 00 60 00 00 00 Y...Z...[...\...]...^..._...`...
c580 7e 00 00 00 fd ff ff ff fd ff ff ff fe ff ff ff 65 00 00 00 66 00 00 00 67 00 00 00 68 00 00 00 ~...............e...f...g...h...
c5a0 69 00 00 00 6a 00 00 00 6b 00 00 00 6c 00 00 00 6d 00 00 00 6e 00 00 00 6f 00 00 00 70 00 00 00 i...j...k...l...m...n...o...p...
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c5e0 4b 00 00 00 fd ff ff ff 7b 00 00 00 7c 00 00 00 7d 00 00 00 3d 01 00 00 80 00 00 00 fe ff ff ff K.......{...|...}...=...........
c600 01 01 00 00 02 01 00 00 03 01 00 00 04 01 00 00 05 01 00 00 06 01 00 00 07 01 00 00 08 01 00 00 ................................
c620 09 01 00 00 0a 01 00 00 0b 01 00 00 0c 01 00 00 0d 01 00 00 0e 01 00 00 0f 01 00 00 10 01 00 00 ................................
c640 11 01 00 00 12 01 00 00 13 01 00 00 14 01 00 00 15 01 00 00 16 01 00 00 17 01 00 00 18 01 00 00 ................................
c660 19 01 00 00 1a 01 00 00 1b 01 00 00 1c 01 00 00 1d 01 00 00 1e 01 00 00 1f 01 00 00 20 01 00 00 ................................
c680 21 01 00 00 22 01 00 00 23 01 00 00 24 01 00 00 25 01 00 00 26 01 00 00 27 01 00 00 28 01 00 00 !..."...#...$...%...&...'...(...
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c6c0 31 01 00 00 32 01 00 00 33 01 00 00 34 01 00 00 35 01 00 00 36 01 00 00 37 01 00 00 38 01 00 00 1...2...3...4...5...6...7...8...
c6e0 39 01 00 00 3a 01 00 00 fe ff ff ff ff ff ff ff ff ff ff ff 41 01 00 00 ff ff ff ff ff ff ff ff 9...:...............A...........
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c720 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
c740 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
c760 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
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c7a0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
c7c0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
c7e0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
c800 50 00 6f 00 77 00 65 00 72 00 50 00 6f 00 69 00 6e 00 74 00 20 00 44 00 6f 00 63 00 75 00 6d 00 P.o.w.e.r.P.o.i.n.t...D.o.c.u.m.
c820 65 00 6e 00 74 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 e.n.t...........................
c840 28 00 02 01 ff ff ff ff ff ff ff ff ff ff ff ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 (...............................
c860 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 8d 04 02 00 00 00 00 00 ................................
c880 05 00 44 00 6f 00 63 00 75 00 6d 00 65 00 6e 00 74 00 53 00 75 00 6d 00 6d 00 61 00 72 00 79 00 ..D.o.c.u.m.e.n.t.S.u.m.m.a.r.y.
c8a0 49 00 6e 00 66 00 6f 00 72 00 6d 00 61 00 74 00 69 00 6f 00 6e 00 00 00 00 00 00 00 00 00 00 00 I.n.f.o.r.m.a.t.i.o.n...........
c8c0 38 00 02 01 04 00 00 00 ff ff ff ff ff ff ff ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 8...............................
c8e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 1a 00 00 00 ec 04 00 00 00 00 00 00 ................................
c900 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c920 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c940 00 00 00 00 ff ff ff ff ff ff ff ff ff ff ff ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c960 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c9a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c9c0 00 00 00 00 ff ff ff ff ff ff ff ff ff ff ff ff 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
c9e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
ca00 00 00 00 07 00 00 00 06 00 00 00 09 00 00 00 00 0f 00 00 10 00 ba 0f 10 00 00 00 45 00 71 00 75 ...........................E.q.u
ca20 00 61 00 74 00 69 00 6f 00 6e 00 20 00 ba 0f 14 00 00 00 45 00 71 00 75 00 61 00 74 00 69 00 6f .a.t.i.o.n.........E.q.u.a.t.i.o
ca40 00 6e 00 2e 00 33 00 30 00 ba 0f 2c 00 00 00 4d 00 69 00 63 00 72 00 6f 00 73 00 6f 00 66 00 74 .n...3.0...,...M.i.c.r.o.s.o.f.t
ca60 00 20 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 20 00 33 00 2e 00 30 00 0f 00 cc 0f 98 ...E.q.u.a.t.i.o.n...3...0......
ca80 00 00 00 00 00 cd 0f 08 00 00 00 00 00 00 00 01 00 00 00 01 00 c3 0f 18 00 00 00 01 00 00 00 00 ................................
caa0 00 00 00 03 00 00 00 06 00 00 00 0b 00 00 00 01 0f 00 00 10 00 ba 0f 10 00 00 00 45 00 71 00 75 ...........................E.q.u
cac0 00 61 00 74 00 69 00 6f 00 6e 00 20 00 ba 0f 14 00 00 00 45 00 71 00 75 00 61 00 74 00 69 00 6f .a.t.i.o.n.........E.q.u.a.t.i.o
cae0 00 6e 00 2e 00 33 00 30 00 ba 0f 2c 00 00 00 4d 00 69 00 63 00 72 00 6f 00 73 00 6f 00 66 00 74 .n...3.0...,...M.i.c.r.o.s.o.f.t
cb00 00 20 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 20 00 33 00 2e 00 30 00 0f 00 cc 0f 98 ...E.q.u.a.t.i.o.n...3...0......
cb20 00 00 00 00 00 cd 0f 08 00 00 00 00 00 00 00 01 00 00 00 01 00 c3 0f 18 00 00 00 01 00 00 00 00 ................................
cb40 00 00 00 08 00 00 00 06 00 00 00 0e 00 00 00 00 0f 00 00 10 00 ba 0f 10 00 00 00 45 00 71 00 75 ...........................E.q.u
cb60 00 61 00 74 00 69 00 6f 00 6e 00 20 00 ba 0f 14 00 00 00 45 00 71 00 75 00 61 00 74 00 69 00 6f .a.t.i.o.n.........E.q.u.a.t.i.o
cb80 00 6e 00 2e 00 33 00 30 00 ba 0f 2c 00 00 00 4d 00 69 00 63 00 72 00 6f 00 73 00 6f 00 66 00 74 .n...3.0...,...M.i.c.r.o.s.o.f.t
cba0 00 20 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 20 00 33 00 2e 00 30 00 0f 00 f2 03 60 ...E.q.u.a.t.i.o.n...3...0.....`
cbc0 01 00 00 2f 00 c8 0f 0c 00 00 00 30 00 d2 0f 04 00 00 00 01 00 00 00 0f 00 d5 07 98 00 00 00 00 .../.......0....................
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cc00 a7 12 00 68 9f ee 0b ec a5 12 00 d4 a5 12 00 a1 d0 07 30 08 00 00 00 00 00 00 00 ec a5 12 00 3a ...h..............0............:
cc20 41 09 30 e4 a5 12 00 00 00 04 22 10 00 b7 0f 44 00 00 00 00 00 72 00 69 00 61 00 6c 00 00 00 08 A.0......."....D.....r.i.a.l....
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cc60 00 00 00 00 00 00 00 ec a5 12 00 3a 41 09 30 e4 a5 12 00 01 00 00 00 00 00 a4 0f 08 00 00 00 80 ...........:A.0.................
cc80 00 40 00 00 00 ff ff 00 00 a5 0f 0c 00 00 00 00 00 00 08 2e 00 00 00 07 00 00 00 00 00 a9 0f 0a .@..............................
cca0 00 00 00 07 00 00 00 02 00 09 04 00 00 40 00 a3 0f 6e 00 00 00 05 00 ff fd 3f 00 00 00 22 20 00 .............@...n.......?..."..
ccc0 00 64 00 00 00 00 ff 00 00 64 00 00 00 00 00 00 00 00 00 40 02 00 00 00 00 07 00 00 00 ff ff ef .d.......d.........@............
cce0 00 00 00 00 00 ff ff ff ff ff ff 12 00 00 00 00 01 00 00 00 05 00 00 20 01 20 01 00 00 00 00 00 ................................
cd00 05 00 00 40 02 40 02 00 00 00 00 00 05 00 00 60 03 60 03 00 00 00 00 00 05 00 00 80 04 80 04 00 ...@.@.........`.`..............
cd20 00 00 00 0f 00 0b 04 78 01 00 00 0f 00 00 f0 70 01 00 00 00 00 06 f0 b8 00 00 00 04 54 00 00 16 .......x.......p............T...
cd40 00 00 00 97 00 00 00 0c 00 00 00 01 00 00 00 07 00 00 00 02 00 00 00 04 00 00 00 00 00 00 00 06 ................................
cd60 00 00 00 00 00 00 00 06 00 00 00 05 00 00 00 04 00 00 00 06 00 00 00 04 00 00 00 07 00 00 00 04 ................................
cd80 00 00 00 08 00 00 00 44 00 00 00 09 00 00 00 97 00 00 00 0a 00 00 00 1a 00 00 00 00 00 00 00 08 .......D........................
cda0 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 08 00 00 00 0e 00 00 00 04 00 00 00 00 00 00 00 0a ................................
cdc0 00 00 00 10 00 00 00 13 00 00 00 00 00 00 00 08 00 00 00 12 00 00 00 21 00 00 00 00 00 00 00 06 .......................!........
cde0 00 00 00 00 00 00 00 08 00 00 00 15 00 00 00 04 00 00 00 2f 00 01 f0 58 00 00 00 32 00 07 f0 24 .................../...X...2...$
ce00 00 00 00 03 04 c7 ed ce e0 bd b6 4d a0 bd 73 9e 36 8a 17 ce 5f ff 00 1f 02 00 00 01 00 00 00 00 ...........M..s.6..._...........
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ce40 b4 ff 00 04 02 00 00 01 00 00 00 1f 02 00 00 00 00 00 00 83 00 0b f0 30 00 00 00 81 01 04 00 00 .......................0........
ce60 08 83 01 00 00 00 08 86 41 00 00 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 c5 41 00 00 00 00 ff ........A.................A.....
ce80 01 08 00 08 00 01 02 02 00 00 08 40 00 1e f1 10 00 00 00 04 00 00 08 01 00 00 08 02 00 00 08 f7 ...........@....................
cea0 00 00 10 1f 00 f0 0f 1c 00 00 00 00 00 f3 03 14 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 ................................
cec0 00 00 80 00 00 00 00 0f 00 d0 07 33 01 00 00 1f 00 14 04 1c 00 00 00 00 00 15 04 14 00 00 00 ba ...........3....................
cee0 93 b0 f6 00 ca 9a 3b ad 07 94 c7 00 ca 9a 3b 01 01 00 00 0f 00 fa 03 67 00 00 00 00 00 fe 03 03 ......;.......;........g........
cf00 00 00 00 00 01 00 00 00 fd 03 34 00 00 00 42 00 00 00 64 00 00 00 42 00 00 00 64 00 00 00 08 00 ..........4...B...d...B...d.....
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cfa0 00 00 00 01 12 00 1f 00 ff 03 14 00 00 00 02 00 00 04 0c 00 00 00 00 00 00 00 00 00 00 00 02 00 ................................
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cfe0 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 0d 04 08 00 00 00 00 c0 00 00 00 c0 P.P.T.1.0.......................
d000 00 00 0f 00 f0 0f b3 15 00 00 00 00 f3 03 14 00 00 00 03 00 00 00 00 00 00 00 02 00 00 00 00 01 ................................
d020 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 06 00 00 00 00 00 a8 0f 21 00 00 00 54 61 67 67 69 6e ......................!...Taggin
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d060 00 00 00 05 00 00 00 00 00 a8 0f 3c 00 00 00 43 4d 50 54 20 38 38 32 20 46 69 6e 61 6c 20 50 72 ...........<...CMPT.882.Final.Pr
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d0e0 00 01 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 10 00 00 00 54 68 65 .............................The
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d160 53 75 70 65 72 76 69 73 65 64 3a 20 54 72 61 69 6e 69 6e 67 20 63 6f 72 70 75 73 20 70 72 6f 76 Supervised:.Training.corpus.prov
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d220 a8 0f 52 00 00 00 4f 62 73 65 72 76 61 62 6c 65 20 73 74 61 74 65 73 20 28 63 6f 72 70 75 73 20 ..R...Observable.states.(corpus.
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d880 73 00 74 00 69 00 6e 00 63 00 74 00 20 00 77 00 6f 00 72 00 64 00 73 00 29 00 0d 00 4f 00 3a 00 s.t.i.n.c.t...w.o.r.d.s.)...O.:.
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d8c0 20 00 28 00 74 00 68 00 65 00 20 00 75 00 6e 00 74 00 61 00 67 00 67 00 65 00 64 00 20 00 74 00 ..(.t.h.e...u.n.t.a.g.g.e.d...t.
d8e0 65 00 78 00 74 00 29 00 0d 00 62 00 6a 00 28 00 74 00 29 00 3a 00 20 00 54 00 68 00 65 00 20 00 e.x.t.)...b.j.(.t.).:...T.h.e...
d900 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 65 00 p.r.o.b.a.b.i.l.i.t.y...o.f...e.
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d980 6a 00 0d 00 b1 03 74 00 2c 00 6a 00 20 00 61 00 6e 00 64 00 20 00 b2 03 74 00 2c 00 6a 00 20 00 j.....t.,.j...a.n.d.....t.,.j...
d9a0 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 :...T.h.e...p.r.o.b.a.b.i.l.i.t.
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da00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 2c 00 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 74 00 ..t.i.c.k...t.,...g.i.v.e.n...t.
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da80 76 00 65 00 6c 00 79 00 29 00 0d 00 0d 00 00 00 a1 0f 9e 00 00 00 1c 00 00 00 00 00 00 10 00 00 v.e.l.y.).......................
daa0 50 00 87 01 00 00 01 00 00 10 00 00 50 00 1c 00 00 00 00 00 02 00 1c 00 b5 00 00 00 00 04 02 00 P...........P...................
dac0 00 04 18 00 01 00 00 00 00 04 0a 00 00 04 18 00 e7 ff 4b 00 00 00 00 04 02 00 00 04 18 00 01 00 ..................K.............
dae0 00 00 00 08 22 00 00 08 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 06 00 00 00 ....".............*.............
db00 00 08 22 00 00 08 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 78 00 00 00 00 08 ..".............*.........x.....
db20 22 00 00 08 00 00 18 00 01 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 7e 00 00 00 d0 00 00 00 ".......................~.......
db40 00 00 00 00 04 00 00 00 01 00 00 00 03 00 49 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 ..............I.................
db60 08 04 00 00 03 00 00 00 01 00 00 00 03 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 ................................
db80 08 04 00 00 03 00 00 00 01 00 00 00 03 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 76 00 00 00 ............................v...
dba0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 00 00 f3 03 14 00 ................................
dbc0 00 00 08 00 00 00 04 00 00 00 02 00 00 00 05 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 ................................
dbe0 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 34 ..........Hidden.Markov.Models.4
dc00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 76 00 00 00 41 00 20 00 69 00 73 00 20 00 61 00 ................v...A...i.s...a.
dc20 20 00 4e 00 78 00 4e 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 42 00 20 00 69 00 73 00 ..N.x.N...m.a.t.r.i.x...B...i.s.
dc40 20 00 61 00 20 00 4e 00 78 00 54 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 c0 03 20 00 ..a...N.x.T...m.a.t.r.i.x.......
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dc80 69 00 7a 00 65 00 20 00 4e 00 00 00 a1 0f 1e 00 00 00 3c 00 00 00 00 00 00 00 00 00 24 00 00 00 i.z.e...N.........<.........$...
dca0 00 00 00 00 18 00 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f 50 00 00 00 07 00 00 00 00 00 00 00 ....................P...........
dcc0 03 00 00 00 01 00 00 00 03 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 08 00 00 00 ................................
dce0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 16 00 00 00 00 00 00 00 01 00 00 00 07 00 ................................
dd00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 0a 00 00 00 04 00 00 00 02 00 00 00 06 01 00 00 ................................
dd20 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 11 00 00 00 46 6f 72 77 61 72 64 20 ........................Forward.
dd40 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 4e 01 00 00 55 00 73 Algorithm................N...U.s
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de00 00 69 00 73 00 20 00 6e 00 6f 00 64 00 65 00 20 00 28 00 74 00 2c 00 6a 00 29 00 20 00 67 00 69 .i.s...n.o.d.e...(.t.,.j.)...g.i
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de60 00 1d 20 2e 00 0d 00 49 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 00 6f .......I.n.i.t.i.a.l.i.z.a.t.i.o
de80 00 6e 00 0d 00 b1 03 31 00 2c 00 69 00 20 00 3d 00 20 00 c0 03 69 00 0d 00 49 00 6e 00 64 00 75 .n.....1.,.i...=.....i...I.n.d.u
dea0 00 63 00 74 00 69 00 6f 00 6e 00 00 00 a1 0f 9a 00 00 00 94 00 00 00 00 00 00 00 00 00 0a 00 00 .c.t.i.o.n......................
dec0 00 01 00 00 00 00 00 0a 00 00 00 00 00 00 00 00 00 28 00 00 00 00 00 02 00 18 00 01 00 00 00 00 .................(..............
dee0 04 22 00 00 04 00 00 18 00 03 00 00 00 00 04 2a 00 00 04 00 00 18 00 e7 ff 68 00 00 00 00 08 02 .".............*.........h......
df00 00 00 08 18 00 01 00 00 00 00 0c 22 00 00 0c 00 00 14 00 03 00 00 00 00 0c 2a 00 00 0c 00 00 14 ...........".............*......
df20 00 e7 ff 04 00 00 00 00 0c 22 00 00 0c 00 00 14 00 02 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 .........".............*........
df40 ff 0a 00 00 00 00 10 02 00 00 10 18 00 00 00 aa 0f 7c 00 00 00 28 00 00 00 00 00 00 00 01 00 00 .................|...(..........
df60 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 2f 00 00 00 00 00 00 00 03 00 00 ...................../..........
df80 00 01 00 00 00 03 00 36 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 06 00 00 .......6........................
dfa0 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 ................................
dfc0 00 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 0d 00 00 00 04 00 00 ................................
dfe0 00 02 00 00 00 08 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 12 00 00 ................................
e000 00 42 61 63 6b 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 .Backward.Algorithm.............
e020 00 a0 0f 98 00 00 00 53 00 79 00 6d 00 6d 00 65 00 74 00 72 00 69 00 63 00 61 00 6c 00 20 00 74 .......S.y.m.m.e.t.r.i.c.a.l...t
e040 00 6f 00 20 00 46 00 6f 00 72 00 77 00 61 00 72 00 64 00 20 00 41 00 6c 00 67 00 6f 00 72 00 69 .o...F.o.r.w.a.r.d...A.l.g.o.r.i
e060 00 74 00 68 00 6d 00 0d 00 49 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 .t.h.m...I.n.i.t.i.a.l.i.z.a.t.i
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e0c0 00 a1 0f 5c 00 00 00 30 00 00 00 00 00 00 00 00 00 12 00 00 00 01 00 00 00 00 00 0b 00 00 00 00 ...\...0........................
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e100 00 e7 ff 0c 00 00 00 00 00 01 00 01 00 02 00 00 00 02 00 01 00 02 00 01 00 0b 00 00 00 00 00 01 ................................
e120 00 01 00 00 00 aa 0f 36 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 .......6...0....................
e140 00 03 00 00 00 01 00 00 00 03 00 18 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 ................................
e160 00 00 00 f3 03 14 00 00 00 10 00 00 00 00 00 00 00 02 00 00 00 0a 01 00 00 00 00 00 00 00 00 9f ................................
e180 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 18 00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 52 65 2d 65 .................Baum-Welch.Re-e
e1a0 73 74 69 6d 61 74 69 6f 6e 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 6a 01 00 00 0d 00 43 stimation................j.....C
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e340 00 7c 00 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f d4 00 00 00 3a 00 00 00 00 00 00 00 01 00 00 .|...................:..........
e360 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 ................................
e380 00 15 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 00 00 00 00 00 01 .......................'........
e3a0 00 00 00 07 00 00 00 00 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 ................................
e3c0 04 00 00 02 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 ................................
e3e0 00 07 00 00 00 00 00 08 04 00 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 ................................
e400 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 00 01 00 00 00 07 ................................
e420 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 05 00 00 00 00 00 00 00 02 00 00 00 02 01 00 ................................
e440 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0b 00 00 00 48 4d 4d 20 54 61 67 .........................HMM.Tag
e460 67 69 6e 67 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f a4 00 00 00 54 72 61 69 6e 69 6e 67 ging....................Training
e480 20 4d 65 74 68 6f 64 0d 53 75 70 65 72 76 69 73 65 64 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 .Method.Supervised.Relative.Freq
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e4c0 72 74 68 65 72 20 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e rther.Maximum.Likelihood.trainin
e4e0 67 0d 55 6e 73 75 70 65 72 76 69 73 65 64 0d 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f g.Unsupervised.Maximum.Likelihoo
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e520 62 00 00 00 10 00 00 00 00 00 00 00 00 00 0b 00 00 00 01 00 00 00 00 00 4f 00 00 00 02 00 00 00 b.......................O.......
e540 00 00 0d 00 00 00 01 00 00 00 00 00 2e 00 00 00 02 00 00 00 00 00 10 00 00 00 00 00 00 00 0b 00 ................................
e560 00 00 00 04 00 00 00 04 4f 00 00 00 00 04 00 00 00 04 0d 00 00 00 00 08 00 00 00 08 2e 00 00 00 ........O.......................
e580 00 0c 00 00 00 0c 00 00 f3 03 14 00 00 00 0f 00 00 00 04 00 00 00 01 00 00 00 09 01 00 00 00 00 ................................
e5a0 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 07 00 00 00 52 65 73 75 6c 74 73 00 00 ea ......................Results...
e5c0 03 00 00 00 00 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 .........$......................
e5e0 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 50 01 08 .............................P..
e600 f0 08 00 00 00 03 00 00 00 03 54 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 ..........T......$.......(......
e620 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 54 00 ..............................T.
e640 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 54 00 00 20 02 00 00 53 00 0b .........r............T......S..
e660 f0 1e 00 00 00 7f 00 00 00 04 00 80 00 10 24 dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 ..............$.................
e680 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 ...............`.}..............
e6a0 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f ................................
e6c0 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 54 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f ...r............T......S........
e6e0 00 00 00 04 00 80 00 80 59 23 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 ........Y#......................
e700 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 .........`......................
e720 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 ...#.........................H..
e740 00 12 00 0a f0 08 00 00 00 01 54 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 ..........T..........0..........
e760 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 ...............h................
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f5e0 f9 00 00 00 fa 00 00 00 fb 00 00 00 fc 00 00 00 fd 00 00 00 fe 00 00 00 00 01 00 00 ff ff ff ff ................................
f600 fe ff 00 00 05 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 e0 85 9f f2 ................................
f620 f9 4f 68 10 ab 91 08 00 2b 27 b3 d9 30 00 00 00 40 06 00 00 0b 00 00 00 01 00 00 00 60 00 00 00 .Oh.....+'..0...@...........`...
f640 02 00 00 00 68 00 00 00 04 00 00 00 94 00 00 00 08 00 00 00 b8 00 00 00 09 00 00 00 dc 00 00 00 ....h...........................
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f6a0 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c Tagging.with.Hidden.Markov.Model
f6c0 73 00 4d 69 1e 00 00 00 1c 00 00 00 53 63 68 6f 6f 6c 20 6f 66 20 43 6f 6d 70 75 74 69 6e 67 20 s.Mi........School.of.Computing.
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f720 4d 69 63 72 6f 73 6f 66 74 20 50 6f 77 65 72 50 6f 69 6e 74 00 63 69 65 40 00 00 00 30 b7 48 89 Microsoft.PowerPoint.cie@...0.H.
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f880 70 00 1b 00 00 00 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 p.....Tagging.with.Hidden.Markov
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f8c0 22 00 22 00 22 00 22 00 11 00 33 00 22 00 14 00 1f 00 22 00 1f 00 10 00 04 00 00 00 2e 01 00 00 "."."."...3.".....".............
f8e0 1c 00 00 00 fb 02 10 00 07 00 00 00 00 00 bc 02 00 00 00 00 01 02 02 22 53 79 73 74 65 6d 00 00 ......................."System..
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f920 04 00 00 00 f0 01 03 00 1c 00 00 00 fb 02 c3 ff 00 00 00 00 00 00 90 01 00 00 00 00 00 40 00 22 .............................@."
f940 41 72 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 Arial...........................
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fa20 00 00 43 4d 50 54 20 38 38 32 20 46 69 6e 61 6c 20 50 72 6f 6a 65 63 74 20 00 25 00 1e 00 1a 00 ..CMPT.882.Final.Project..%.....
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fae0 06 00 00 00 43 68 72 69 73 20 20 00 18 00 0f 00 0a 00 16 00 0c 00 04 00 00 00 2e 01 00 00 04 00 ....Chris.......................
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10c20 00 20 00 33 00 2e 00 30 00 0f 00 cc 0f 98 00 00 00 00 00 cd 0f 08 00 00 00 00 00 00 00 01 00 00 ...3...0........................
10c40 00 01 00 c3 0f 18 00 00 00 01 00 00 00 00 00 00 00 03 00 00 00 06 00 00 00 0b 00 00 00 01 0f 00 ................................
10c60 00 10 00 ba 0f 10 00 00 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 20 00 ba 0f 14 00 00 .........E.q.u.a.t.i.o.n........
10c80 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 2e 00 33 00 30 00 ba 0f 2c 00 00 00 4d 00 69 .E.q.u.a.t.i.o.n...3.0...,...M.i
10ca0 00 63 00 72 00 6f 00 73 00 6f 00 66 00 74 00 20 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e .c.r.o.s.o.f.t...E.q.u.a.t.i.o.n
10cc0 00 20 00 33 00 2e 00 30 00 0f 00 cc 0f 98 00 00 00 00 00 cd 0f 08 00 00 00 00 00 00 00 01 00 00 ...3...0........................
10ce0 00 01 00 c3 0f 18 00 00 00 01 00 00 00 00 00 00 00 08 00 00 00 06 00 00 00 0e 00 00 00 00 0f 00 ................................
10d00 00 10 00 ba 0f 10 00 00 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 20 00 ba 0f 14 00 00 .........E.q.u.a.t.i.o.n........
10d20 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e 00 2e 00 33 00 30 00 ba 0f 2c 00 00 00 4d 00 69 .E.q.u.a.t.i.o.n...3.0...,...M.i
10d40 00 63 00 72 00 6f 00 73 00 6f 00 66 00 74 00 20 00 45 00 71 00 75 00 61 00 74 00 69 00 6f 00 6e .c.r.o.s.o.f.t...E.q.u.a.t.i.o.n
10d60 00 20 00 33 00 2e 00 30 00 0f 00 f2 03 60 01 00 00 2f 00 c8 0f 0c 00 00 00 30 00 d2 0f 04 00 00 ...3...0.....`.../.......0......
10d80 00 01 00 00 00 0f 00 d5 07 98 00 00 00 00 00 b7 0f 44 00 00 00 41 00 72 00 69 00 61 00 6c 00 00 .................D...A.r.i.a.l..
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10e00 0b ec a5 12 00 d4 a5 12 00 a1 d0 07 30 08 00 00 00 00 00 00 00 ec a5 12 00 3a 41 09 30 e4 a5 12 ............0............:A.0...
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10e40 08 2e 00 00 00 07 00 00 00 00 00 a9 0f 0a 00 00 00 07 00 00 00 02 00 09 04 00 00 40 00 a3 0f 6e ...........................@...n
10e60 00 00 00 05 00 ff fd 3f 00 00 00 22 20 00 00 64 00 00 00 00 ff 00 00 64 00 00 00 00 00 00 00 00 .......?..."...d.......d........
10e80 00 40 02 00 00 00 00 07 00 00 00 ff ff ef 00 00 00 00 00 ff ff ff ff ff ff 12 00 00 00 00 01 00 .@..............................
10ea0 00 00 05 00 00 20 01 20 01 00 00 00 00 00 05 00 00 40 02 40 02 00 00 00 00 00 05 00 00 60 03 60 .................@.@.........`.`
10ec0 03 00 00 00 00 00 05 00 00 80 04 80 04 00 00 00 00 0f 00 0b 04 a8 01 00 00 0f 00 00 f0 a0 01 00 ................................
10ee0 00 00 00 06 f0 e8 00 00 00 04 6c 00 00 1c 00 00 00 a3 00 00 00 10 00 00 00 01 00 00 00 07 00 00 ..........l.....................
10f00 00 02 00 00 00 04 00 00 00 00 00 00 00 06 00 00 00 00 00 00 00 06 00 00 00 05 00 00 00 04 00 00 ................................
10f20 00 06 00 00 00 04 00 00 00 07 00 00 00 04 00 00 00 08 00 00 00 44 00 00 00 09 00 00 00 97 00 00 .....................D..........
10f40 00 0a 00 00 00 1a 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 08 00 00 ................................
10f60 00 0e 00 00 00 04 00 00 00 00 00 00 00 0a 00 00 00 10 00 00 00 13 00 00 00 00 00 00 00 08 00 00 ................................
10f80 00 12 00 00 00 21 00 00 00 00 00 00 00 06 00 00 00 00 00 00 00 08 00 00 00 15 00 00 00 04 00 00 .....!..........................
10fa0 00 16 00 00 00 04 00 00 00 17 00 00 00 04 00 00 00 18 00 00 00 0f 00 00 00 00 00 00 00 06 00 00 ................................
10fc0 00 00 00 00 00 06 00 00 00 1b 00 00 00 04 00 00 00 2f 00 01 f0 58 00 00 00 32 00 07 f0 24 00 00 ................./...X...2...$..
10fe0 00 03 04 c7 ed ce e0 bd b6 4d a0 bd 73 9e 36 8a 17 ce 5f ff 00 1f 02 00 00 01 00 00 00 00 00 00 .........M..s.6..._.............
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11020 00 04 02 00 00 01 00 00 00 1f 02 00 00 00 00 00 00 83 00 0b f0 30 00 00 00 81 01 04 00 00 08 83 .....................0..........
11040 01 00 00 00 08 86 41 00 00 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 c5 41 00 00 00 00 ff 01 08 ......A.................A.......
11060 00 08 00 01 02 02 00 00 08 40 00 1e f1 10 00 00 00 04 00 00 08 01 00 00 08 02 00 00 08 f7 00 00 .........@......................
11080 10 1f 00 f0 0f 1c 00 00 00 00 00 f3 03 14 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
110a0 80 00 00 00 00 0f 00 d0 07 8d 01 00 00 1f 00 14 04 1c 00 00 00 00 00 15 04 14 00 00 00 ba 93 b0 ................................
110c0 f6 00 ca 9a 3b ad 07 94 c7 00 ca 9a 3b 01 01 00 00 0f 00 fa 03 67 00 00 00 00 00 fe 03 03 00 00 ....;.......;........g..........
110e0 00 00 01 00 00 00 fd 03 34 00 00 00 42 00 00 00 64 00 00 00 42 00 00 00 64 00 00 00 08 00 00 00 ........4...B...d...B...d.......
11100 00 00 00 00 04 a6 12 00 3a 41 09 30 00 00 00 00 00 00 00 00 88 ff ff ff bc fe ff ff 01 00 12 00 ........:A.0....................
11120 70 00 fb 03 08 00 00 00 00 00 00 00 70 08 00 00 70 00 fb 03 08 00 00 00 01 00 00 00 40 0b 00 00 p...........p...p...........@...
11140 1f 00 13 04 3c 00 00 00 00 00 fd 03 34 00 00 00 64 00 00 00 64 00 00 00 64 00 00 00 64 00 00 00 ....<.......4...d...d...d...d...
11160 30 a6 12 00 ea 24 09 30 6c a7 12 00 40 9f ee 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0....$.0l...@...................
11180 00 01 12 00 1f 00 ff 03 14 00 00 00 02 00 00 04 0c 00 00 00 00 00 00 00 00 00 00 00 02 00 00 00 ................................
111a0 0f 00 88 13 92 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 ............0..........._._._.P.
111c0 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 0d 04 08 00 00 00 00 c0 00 00 00 c0 00 00 P.T.1.0.........................
111e0 0f 00 8a 13 52 00 00 00 00 00 ba 0f 0e 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 39 00 00 00 ....R..........._._._.P.P.T.9...
11200 8b 13 34 00 00 00 0f 00 ae 0f 2c 00 00 00 10 00 af 0f 08 00 00 00 0d 01 00 00 01 00 00 00 00 00 ..4.......,.....................
11220 ac 0f 14 00 00 00 00 00 80 03 ff ff 01 00 03 00 01 00 00 00 00 00 00 00 00 00 0f 00 f0 0f 61 1c ..............................a.
11240 00 00 00 00 f3 03 14 00 00 00 03 00 00 00 00 00 00 00 02 00 00 00 00 01 00 00 00 00 00 00 00 00 ................................
11260 9f 0f 04 00 00 00 06 00 00 00 00 00 a8 0f 21 00 00 00 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 ..............!...Tagging.with.H
11280 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 10 00 9f 0f 04 00 00 00 05 00 00 00 00 idden.Markov.Models.............
112a0 00 a8 0f 3c 00 00 00 43 4d 50 54 20 38 38 32 20 46 69 6e 61 6c 20 50 72 6f 6a 65 63 74 0d 43 68 ...<...CMPT.882.Final.Project.Ch
112c0 72 69 73 20 44 65 6d 77 65 6c 6c 0d 53 69 6d 6f 6e 20 46 72 61 73 65 72 20 55 6e 69 76 65 72 73 ris.Demwell.Simon.Fraser.Univers
112e0 69 74 79 00 00 aa 0f 1a 00 00 00 1d 00 00 00 00 00 00 00 07 00 00 00 01 00 00 00 03 00 19 00 00 ity.............................
11300 00 00 00 00 00 00 00 f3 03 14 00 00 00 04 00 00 00 00 00 00 00 02 00 00 00 01 01 00 00 00 00 00 ................................
11320 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 10 00 00 00 54 68 65 20 54 61 67 67 69 6e 67 .....................The.Tagging
11340 20 54 61 73 6b 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ab 00 00 00 49 64 65 6e 74 69 66 .Task....................Identif
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113e0 0d 0d 55 6e 73 75 70 65 72 76 69 73 65 64 3a 20 55 73 65 73 20 6f 6e 6c 79 20 70 6c 61 69 6e 20 ..Unsupervised:.Uses.only.plain.
11400 74 65 78 74 00 00 f3 03 14 00 00 00 06 00 00 00 04 00 00 00 02 00 00 00 04 01 00 00 00 00 00 00 text............................
11420 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f ....................Hidden.Marko
11440 76 20 4d 6f 64 65 6c 73 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 52 00 00 00 4f 62 v.Models.1................R...Ob
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114a0 47 65 6e 65 72 61 74 69 76 65 20 6d 6f 64 65 6c 00 00 f3 03 14 00 00 00 07 00 00 00 00 00 00 00 Generative.model................
114c0 02 00 00 00 03 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 ................................
114e0 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 Hidden.Markov.Models.2..........
11500 00 00 00 00 a0 0f 32 02 00 00 4d 00 6f 00 64 00 65 00 6c 00 3a 00 20 00 bb 03 20 00 3d 00 20 00 ......2...M.o.d.e.l.:.......=...
11520 7b 00 41 00 2c 00 20 00 42 00 2c 00 20 00 c0 03 7d 00 0d 00 41 00 3a 00 20 00 53 00 74 00 61 00 {.A.,...B.,.....}...A.:...S.t.a.
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11580 0d 00 61 00 69 00 2c 00 6a 00 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 ..a.i.,.j...=...p.r.o.b.a.b.i.l.
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11680 6b 00 20 00 69 00 73 00 20 00 61 00 73 00 73 00 6f 00 63 00 69 00 61 00 74 00 65 00 64 00 20 00 k...i.s...a.s.s.o.c.i.a.t.e.d...
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116c0 74 00 69 00 61 00 6c 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 t.i.a.l...s.t.a.t.e...p.r.o.b.a.
116e0 62 00 69 00 6c 00 69 00 74 00 79 00 0d 00 c0 03 69 00 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 b.i.l.i.t.y.....i...=...p.r.o.b.
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11720 69 00 6e 00 67 00 20 00 69 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 00 00 00 a1 0f i.n.g...i.n...s.t.a.t.e...i.....
11740 38 01 00 00 3c 00 00 00 00 00 00 10 00 00 5a 00 37 00 00 00 01 00 00 10 00 00 5a 00 1f 00 00 00 8...<.........Z.7.........Z.....
11760 00 00 00 10 00 00 5a 00 44 00 00 00 01 00 00 10 00 00 5a 00 1c 00 00 00 00 00 00 10 00 00 5a 00 ......Z.D.........Z...........Z.
11780 28 00 00 00 01 00 00 10 00 00 5a 00 07 00 00 00 00 00 00 00 01 00 00 00 00 04 20 00 00 04 00 00 (.........Z.....................
117a0 0a 00 00 00 00 08 00 00 00 08 2a 00 00 00 00 0c 20 00 00 0c 00 00 01 00 00 00 00 0c 20 00 00 0c ..........*.....................
117c0 00 00 03 00 00 00 00 0c 28 00 00 0c 00 00 e7 ff 31 00 00 00 00 0c 20 00 00 0c 00 00 02 00 00 00 ........(.......1...............
117e0 02 0c 20 00 02 0c 00 00 1f 00 00 00 00 10 20 00 00 10 00 00 01 00 00 00 00 10 20 00 00 10 00 00 ................................
11800 03 00 00 00 00 10 28 00 00 10 00 00 e7 ff 25 00 00 00 00 10 20 00 00 10 00 00 01 00 00 00 02 10 ......(.......%.................
11820 20 00 02 10 00 00 18 00 00 00 00 10 20 00 00 10 00 00 02 00 00 00 02 10 20 00 02 10 00 00 1c 00 ................................
11840 00 00 00 14 20 00 00 14 00 00 01 00 00 00 00 18 20 00 00 18 00 00 01 00 00 00 00 18 28 00 00 18 ............................(...
11860 00 00 e7 ff 24 00 00 00 00 18 20 00 00 18 00 00 02 00 00 00 02 18 20 00 02 18 00 00 00 00 aa 0f ....$...........................
11880 a4 00 00 00 07 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 ................................
118a0 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 29 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 ................)...............
118c0 03 00 52 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 03 00 40 00 00 00 00 00 00 00 01 00 00 00 ..R.................@...........
118e0 07 00 00 00 00 00 08 04 00 00 02 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 03 00 13 00 00 00 ................................
11900 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 26 00 00 00 00 00 00 00 01 00 00 00 07 00 ..................&.............
11920 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 0c 00 00 00 00 00 00 00 02 00 00 00 07 01 00 00 ................................
11940 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d ........................Hidden.M
11960 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 33 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 44 03 arkov.Models.3................D.
11980 00 00 54 00 65 00 72 00 6d 00 73 00 20 00 69 00 6e 00 20 00 74 00 68 00 69 00 73 00 20 00 70 00 ..T.e.r.m.s...i.n...t.h.i.s...p.
119a0 72 00 65 00 73 00 65 00 6e 00 74 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 0d 00 4e 00 3a 00 20 00 r.e.s.e.n.t.a.t.i.o.n.....N.:...
119c0 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 20 00 68 00 69 00 64 00 64 00 65 00 6e 00 N.u.m.b.e.r...o.f...h.i.d.d.e.n.
119e0 20 00 73 00 74 00 61 00 74 00 65 00 73 00 20 00 69 00 6e 00 20 00 65 00 61 00 63 00 68 00 20 00 ..s.t.a.t.e.s...i.n...e.a.c.h...
11a00 63 00 6f 00 6c 00 75 00 6d 00 6e 00 20 00 28 00 64 00 69 00 73 00 74 00 69 00 6e 00 63 00 74 00 c.o.l.u.m.n...(.d.i.s.t.i.n.c.t.
11a20 20 00 74 00 61 00 67 00 73 00 29 00 0d 00 54 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 ..t.a.g.s.)...T.:...N.u.m.b.e.r.
11a40 20 00 6f 00 66 00 20 00 63 00 6f 00 6c 00 75 00 6d 00 6e 00 73 00 20 00 69 00 6e 00 20 00 74 00 ..o.f...c.o.l.u.m.n.s...i.n...t.
11a60 72 00 65 00 6c 00 6c 00 69 00 73 00 20 00 28 00 74 00 69 00 6d 00 65 00 20 00 74 00 69 00 63 00 r.e.l.l.i.s...(.t.i.m.e...t.i.c.
11a80 6b 00 73 00 29 00 0d 00 4d 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 k.s.)...M.:...N.u.m.b.e.r...o.f.
11aa0 20 00 73 00 79 00 6d 00 62 00 6f 00 6c 00 73 00 20 00 28 00 64 00 69 00 73 00 74 00 69 00 6e 00 ..s.y.m.b.o.l.s...(.d.i.s.t.i.n.
11ac0 63 00 74 00 20 00 77 00 6f 00 72 00 64 00 73 00 29 00 0d 00 4f 00 3a 00 20 00 54 00 68 00 65 00 c.t...w.o.r.d.s.)...O.:...T.h.e.
11ae0 20 00 6f 00 62 00 73 00 65 00 72 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 00 28 00 74 00 68 00 ..o.b.s.e.r.v.a.t.i.o.n...(.t.h.
11b00 65 00 20 00 75 00 6e 00 74 00 61 00 67 00 67 00 65 00 64 00 20 00 74 00 65 00 78 00 74 00 29 00 e...u.n.t.a.g.g.e.d...t.e.x.t.).
11b20 0d 00 62 00 6a 00 28 00 74 00 29 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 ..b.j.(.t.).:...T.h.e...p.r.o.b.
11b40 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 65 00 6d 00 69 00 74 00 74 00 a.b.i.l.i.t.y...o.f...e.m.i.t.t.
11b60 69 00 6e 00 67 00 20 00 74 00 68 00 65 00 20 00 73 00 79 00 6d 00 62 00 6f 00 6c 00 20 00 66 00 i.n.g...t.h.e...s.y.m.b.o.l...f.
11b80 6f 00 75 00 6e 00 64 00 20 00 61 00 74 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 2c 00 20 00 o.u.n.d...a.t...t.i.c.k...t.,...
11ba0 67 00 69 00 76 00 65 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 6a 00 0d 00 b1 03 74 00 g.i.v.e.n...s.t.a.t.e...j.....t.
11bc0 2c 00 6a 00 20 00 61 00 6e 00 64 00 20 00 b2 03 74 00 2c 00 6a 00 20 00 3a 00 20 00 54 00 68 00 ,.j...a.n.d.....t.,.j...:...T.h.
11be0 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 e...p.r.o.b.a.b.i.l.i.t.y...o.f.
11c00 20 00 61 00 72 00 72 00 69 00 76 00 69 00 6e 00 67 00 20 00 61 00 74 00 20 00 73 00 74 00 61 00 ..a.r.r.i.v.i.n.g...a.t...s.t.a.
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11cc0 29 00 0d 00 0d 00 00 00 a1 0f 9e 00 00 00 1c 00 00 00 00 00 00 10 00 00 50 00 87 01 00 00 01 00 ).......................P.......
11ce0 00 10 00 00 50 00 1c 00 00 00 00 00 02 00 1c 00 b5 00 00 00 00 04 02 00 00 04 18 00 01 00 00 00 ....P...........................
11d00 00 04 0a 00 00 04 18 00 e7 ff 4b 00 00 00 00 04 02 00 00 04 18 00 01 00 00 00 00 08 22 00 00 08 ..........K................."...
11d20 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 06 00 00 00 00 08 22 00 00 08 00 00 ..........*...............".....
11d40 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 78 00 00 00 00 08 22 00 00 08 00 00 18 00 ........*.........x.....".......
11d60 01 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 7e 00 00 00 d0 00 00 00 00 00 00 00 04 00 00 00 ................~...............
11d80 01 00 00 00 03 00 49 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 ......I.........................
11da0 01 00 00 00 03 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 ................................
11dc0 01 00 00 00 03 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 76 00 00 00 00 00 00 00 01 00 00 00 ....................v...........
11de0 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 08 00 00 00 04 00 ................................
11e00 00 00 02 00 00 00 05 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 ................................
11e20 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 34 10 00 9f 0f 04 00 00 00 ..Hidden.Markov.Models.4........
11e40 01 00 00 00 00 00 a0 0f 76 00 00 00 41 00 20 00 69 00 73 00 20 00 61 00 20 00 4e 00 78 00 4e 00 ........v...A...i.s...a...N.x.N.
11e60 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 42 00 20 00 69 00 73 00 20 00 61 00 20 00 4e 00 ..m.a.t.r.i.x...B...i.s...a...N.
11e80 78 00 54 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 c0 03 20 00 69 00 73 00 20 00 61 00 x.T...m.a.t.r.i.x.......i.s...a.
11ea0 20 00 76 00 65 00 63 00 74 00 6f 00 72 00 20 00 6f 00 66 00 20 00 73 00 69 00 7a 00 65 00 20 00 ..v.e.c.t.o.r...o.f...s.i.z.e...
11ec0 4e 00 00 00 a1 0f 1e 00 00 00 3c 00 00 00 00 00 00 00 00 00 24 00 00 00 00 00 00 00 18 00 00 00 N.........<.........$...........
11ee0 00 04 20 00 00 04 00 00 00 00 aa 0f 50 00 00 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 ............P...................
11f00 03 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 08 00 00 00 00 00 00 00 01 00 00 00 ................................
11f20 07 00 00 00 00 00 08 04 00 00 16 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
11f40 00 00 f3 03 14 00 00 00 0a 00 00 00 04 00 00 00 02 00 00 00 06 01 00 00 00 00 00 00 00 00 9f 0f ................................
11f60 04 00 00 00 00 00 00 00 00 00 a8 0f 11 00 00 00 46 6f 72 77 61 72 64 20 41 6c 67 6f 72 69 74 68 ................Forward.Algorith
11f80 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 4e 01 00 00 55 00 73 00 65 00 64 00 20 00 66 m................N...U.s.e.d...f
11fa0 00 6f 00 72 00 20 00 63 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 69 00 6e 00 67 00 20 00 4c .o.r...c.a.l.c.u.l.a.t.i.n.g...L
11fc0 00 69 00 6b 00 65 00 6c 00 69 00 68 00 6f 00 6f 00 64 00 20 00 71 00 75 00 69 00 63 00 6b 00 6c .i.k.e.l.i.h.o.o.d...q.u.i.c.k.l
11fe0 00 79 00 0d 00 b1 03 74 00 2c 00 69 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 .y.....t.,.i.:...T.h.e...p.r.o.b
12000 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 61 00 72 00 72 00 69 00 76 .a.b.i.l.i.t.y...o.f...a.r.r.i.v
12020 00 69 00 6e 00 67 00 20 00 61 00 74 00 20 00 74 00 72 00 65 00 6c 00 6c 00 69 00 73 00 20 00 6e .i.n.g...a.t...t.r.e.l.l.i.s...n
12040 00 6f 00 64 00 65 00 20 00 28 00 74 00 2c 00 6a 00 29 00 20 00 67 00 69 00 76 00 65 00 6e 00 20 .o.d.e...(.t.,.j.)...g.i.v.e.n..
12060 00 74 00 68 00 65 00 20 00 6f 00 62 00 73 00 65 00 72 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 .t.h.e...o.b.s.e.r.v.a.t.i.o.n..
12080 00 73 00 65 00 65 00 6e 00 20 00 1c 20 73 00 6f 00 20 00 66 00 61 00 72 00 1d 20 2e 00 0d 00 49 .s.e.e.n.....s.o...f.a.r.......I
120a0 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 b1 03 31 .n.i.t.i.a.l.i.z.a.t.i.o.n.....1
120c0 00 2c 00 69 00 20 00 3d 00 20 00 c0 03 69 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f .,.i...=.....i...I.n.d.u.c.t.i.o
120e0 00 6e 00 00 00 a1 0f 9a 00 00 00 94 00 00 00 00 00 00 00 00 00 0a 00 00 00 01 00 00 00 00 00 0a .n..............................
12100 00 00 00 00 00 00 00 00 00 28 00 00 00 00 00 02 00 18 00 01 00 00 00 00 04 22 00 00 04 00 00 18 .........(..............."......
12120 00 03 00 00 00 00 04 2a 00 00 04 00 00 18 00 e7 ff 68 00 00 00 00 08 02 00 00 08 18 00 01 00 00 .......*.........h..............
12140 00 00 0c 22 00 00 0c 00 00 14 00 03 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff 04 00 00 00 00 ...".............*..............
12160 0c 22 00 00 0c 00 00 14 00 02 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff 0a 00 00 00 00 10 02 .".............*................
12180 00 00 10 18 00 00 00 aa 0f 7c 00 00 00 28 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 .........|...(..................
121a0 04 00 00 03 00 00 00 01 00 00 00 03 00 2f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 36 ............./.................6
121c0 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 06 00 00 00 00 00 00 00 01 00 00 ................................
121e0 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 ................................
12200 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 0d 00 00 00 04 00 00 00 02 00 00 00 08 01 00 ................................
12220 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 12 00 00 00 42 61 63 6b 77 61 72 .........................Backwar
12240 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 98 00 00 00 53 d.Algorithm....................S
12260 00 79 00 6d 00 6d 00 65 00 74 00 72 00 69 00 63 00 61 00 6c 00 20 00 74 00 6f 00 20 00 46 00 6f .y.m.m.e.t.r.i.c.a.l...t.o...F.o
12280 00 72 00 77 00 61 00 72 00 64 00 20 00 41 00 6c 00 67 00 6f 00 72 00 69 00 74 00 68 00 6d 00 0d .r.w.a.r.d...A.l.g.o.r.i.t.h.m..
122a0 00 49 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 b2 .I.n.i.t.i.a.l.i.z.a.t.i.o.n....
122c0 03 54 00 2c 00 69 00 20 00 3d 00 31 00 20 00 66 00 6f 00 72 00 20 00 61 00 6c 00 6c 00 20 00 49 .T.,.i...=.1...f.o.r...a.l.l...I
122e0 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 3a 00 00 00 a1 0f 5c 00 00 00 30 ...I.n.d.u.c.t.i.o.n.:.....\...0
12300 00 00 00 00 00 00 00 00 00 12 00 00 00 01 00 00 00 00 00 0b 00 00 00 00 00 00 00 00 00 30 00 00 .............................0..
12320 00 00 00 00 00 01 00 00 00 00 00 01 00 01 00 03 00 00 00 00 00 09 00 01 00 e7 ff 0c 00 00 00 00 ................................
12340 00 01 00 01 00 02 00 00 00 02 00 01 00 02 00 01 00 0b 00 00 00 00 00 01 00 01 00 00 00 aa 0f 36 ...............................6
12360 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 ...0............................
12380 00 03 00 18 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 ................................
123a0 00 10 00 00 00 00 00 00 00 02 00 00 00 0a 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 ................................
123c0 00 00 00 a8 0f 18 00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 52 65 2d 65 73 74 69 6d 61 74 69 6f .........Baum-Welch.Re-estimatio
123e0 6e 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 6a 01 00 00 0d 00 43 00 61 00 6c 00 63 00 75 n................j.....C.a.l.c.u
12400 00 6c 00 61 00 74 00 65 00 20 00 74 00 77 00 6f 00 20 00 6e 00 65 00 77 00 20 00 6d 00 61 00 74 .l.a.t.e...t.w.o...n.e.w...m.a.t
12420 00 72 00 69 00 63 00 65 00 73 00 20 00 6f 00 66 00 20 00 69 00 6e 00 74 00 65 00 72 00 6d 00 65 .r.i.c.e.s...o.f...i.n.t.e.r.m.e
12440 00 64 00 69 00 61 00 74 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 .d.i.a.t.e...p.r.o.b.a.b.i.l.i.t
12460 00 69 00 65 00 73 00 20 00 b4 03 2c 00 b3 03 0d 00 43 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 .i.e.s.....,.....C.a.l.c.u.l.a.t
12480 00 65 00 20 00 6e 00 65 00 77 00 20 00 41 00 2c 00 20 00 42 00 2c 00 20 00 c0 03 20 00 67 00 69 .e...n.e.w...A.,...B.,.......g.i
124a0 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 73 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 .v.e.n...t.h.e.s.e...p.r.o.b.a.b
124c0 00 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 0d 00 52 00 65 00 63 00 61 00 6c 00 63 00 75 00 6c .i.l.i.t.i.e.s...R.e.c.a.l.c.u.l
124e0 00 61 00 74 00 65 00 20 00 b1 03 20 00 61 00 6e 00 64 00 20 00 b2 03 2c 00 20 00 70 00 28 00 4f .a.t.e.......a.n.d.....,...p.(.O
12500 00 20 00 7c 00 20 00 bb 03 29 00 0d 00 52 00 65 00 70 00 65 00 61 00 74 00 20 00 75 00 6e 00 74 ...|.....)...R.e.p.e.a.t...u.n.t
12520 00 69 00 6c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 20 00 64 00 6f 00 65 00 73 .i.l...p.(.O...|.....)...d.o.e.s
12540 00 6e 00 19 20 74 00 20 00 63 00 68 00 61 00 6e 00 67 00 65 00 20 00 6d 00 75 00 63 00 68 00 00 .n...t...c.h.a.n.g.e...m.u.c.h..
12560 00 a1 0f 1e 00 00 00 b6 00 00 00 00 00 00 00 00 00 3a 00 00 00 00 00 00 00 7c 00 00 00 00 04 20 .................:.......|......
12580 00 00 04 00 00 00 00 aa 0f d4 00 00 00 3a 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 .............:..................
125a0 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 ................................
125c0 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 ...............'................
125e0 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 02 00 00 00 00 ................................
12600 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 ................................
12620 04 00 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 ................................
12640 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 ................................
12660 00 00 00 f3 03 14 00 00 00 05 00 00 00 00 00 00 00 02 00 00 00 02 01 00 00 00 00 00 00 00 00 9f ................................
12680 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 10 00 .................HMM.Tagging.1..
126a0 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f a4 00 00 00 54 72 61 69 6e 69 6e 67 20 4d 65 74 68 6f ..................Training.Metho
126c0 64 0d 53 75 70 65 72 76 69 73 65 64 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 0d d.Supervised.Relative.Frequency.
126e0 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 20 77 69 74 68 20 66 75 72 74 68 65 72 20 Relative.Frequency.with.further.
12700 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e 67 0d 55 6e 73 75 Maximum.Likelihood.training.Unsu
12720 70 65 72 76 69 73 65 64 0d 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 pervised.Maximum.Likelihood.trai
12740 6e 69 6e 67 20 77 69 74 68 20 72 61 6e 64 6f 6d 20 73 74 61 72 74 00 00 a1 0f 62 00 00 00 10 00 ning.with.random.start....b.....
12760 00 00 00 00 00 00 00 00 0b 00 00 00 01 00 00 00 00 00 4f 00 00 00 02 00 00 00 00 00 0d 00 00 00 ..................O.............
12780 01 00 00 00 00 00 2e 00 00 00 02 00 00 00 00 00 10 00 00 00 00 00 00 00 0b 00 00 00 00 04 00 00 ................................
127a0 00 04 4f 00 00 00 00 04 00 00 00 04 0d 00 00 00 00 08 00 00 00 08 2e 00 00 00 00 0c 00 00 00 0c ..O.............................
127c0 00 00 f3 03 14 00 00 00 11 00 00 00 00 00 00 00 02 00 00 00 0d 01 00 00 00 00 00 00 00 00 9f 0f ................................
127e0 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 32 10 00 9f ................HMM.Tagging.2...
12800 0f 04 00 00 00 01 00 00 00 00 00 a8 0f be 00 00 00 52 65 61 64 20 63 6f 72 70 75 73 2c 20 74 61 .................Read.corpus,.ta
12820 6b 65 20 63 6f 75 6e 74 73 20 61 6e 64 20 6d 61 6b 65 20 74 72 61 6e 73 6c 61 74 69 6f 6e 20 74 ke.counts.and.make.translation.t
12840 61 62 6c 65 73 0d 54 72 61 69 6e 20 48 4d 4d 20 75 73 69 6e 67 20 42 57 20 6f 72 20 63 6f 6d 70 ables.Train.HMM.using.BW.or.comp
12860 75 74 65 20 48 4d 4d 20 75 73 69 6e 67 20 52 46 0d 43 6f 6d 70 75 74 65 20 6d 6f 73 74 20 6c 69 ute.HMM.using.RF.Compute.most.li
12880 6b 65 6c 79 20 68 69 64 64 65 6e 20 73 74 61 74 65 20 73 65 71 75 65 6e 63 65 0d 44 65 74 65 72 kely.hidden.state.sequence.Deter
128a0 6d 69 6e 65 20 50 4f 53 20 72 6f 6c 65 20 74 68 61 74 20 65 61 63 68 20 73 74 61 74 65 20 6d 6f mine.POS.role.that.each.state.mo
128c0 73 74 20 6c 69 6b 65 6c 79 20 70 6c 61 79 73 00 00 a1 0f 18 00 00 00 bf 00 00 00 00 00 92 00 00 st.likely.plays.................
128e0 00 01 00 22 20 00 00 bf 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 12 00 00 00 00 00 00 00 02 ..."............................
12900 00 00 00 0c 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 ...............................H
12920 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 31 10 00 9f 0f 04 00 00 00 01 00 MM.Tagging:.Pitfalls.1..........
12940 00 00 00 00 a8 0f f8 00 00 00 4d 6f 6e 6f 6c 69 74 68 69 63 20 48 4d 4d 0d 52 65 6c 61 74 69 76 ..........Monolithic.HMM.Relativ
12960 65 6c 79 20 6f 70 61 71 75 65 20 74 6f 20 64 65 62 75 67 67 69 6e 67 20 73 74 72 61 74 65 67 69 ely.opaque.to.debugging.strategi
12980 65 73 0d 44 69 66 66 69 63 75 6c 74 20 74 6f 20 6d 6f 64 75 6c 61 72 69 7a 65 0d 53 69 67 6e 69 es.Difficult.to.modularize.Signi
129a0 66 69 63 61 6e 74 20 74 69 6d 65 2f 73 70 61 63 65 20 65 66 66 69 63 69 65 6e 63 79 20 63 6f 6e ficant.time/space.efficiency.con
129c0 63 65 72 6e 73 0d 56 61 72 69 65 64 20 74 65 63 68 6e 69 71 75 65 73 20 66 6f 72 20 70 72 69 6f cerns.Varied.techniques.for.prio
129e0 72 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 73 0d 4e 75 6d 65 72 69 63 61 6c 20 53 74 61 62 r.implementations.Numerical.Stab
12a00 69 6c 69 74 79 0d 56 65 72 79 20 73 6d 61 6c 6c 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 6c ility.Very.small.probabilities.l
12a20 69 6b 65 6c 79 20 74 6f 20 75 6e 64 65 72 66 6c 6f 77 0d 4c 6f 67 20 6c 69 6b 65 6c 69 68 6f 6f ikely.to.underflow.Log.likelihoo
12a40 64 0d 00 00 a1 0f 60 00 00 00 0f 00 00 00 00 00 00 00 00 00 99 00 00 00 01 00 00 00 00 00 14 00 d.....`.........................
12a60 00 00 00 00 00 00 00 00 3c 00 00 00 01 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 0f 00 00 00 ........<.......................
12a80 00 00 00 00 99 00 00 00 00 00 00 00 14 00 00 00 00 04 00 00 00 04 3c 00 00 00 00 04 00 00 00 04 ......................<.........
12aa0 01 00 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 14 00 00 00 00 00 00 00 02 00 00 00 0e 01 ................................
12ac0 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 4d 4d 20 54 61 ..........................HMM.Ta
12ae0 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 gging:.Pitfalls.2...............
12b00 0f ec 00 00 00 53 74 61 74 65 20 72 6f 6c 65 20 69 64 65 6e 74 69 66 69 63 61 74 69 6f 6e 0d 4c .....State.role.identification.L
12b20 65 78 69 63 6f 6e 20 67 69 76 69 6e 67 20 70 28 74 61 67 20 7c 20 77 6f 72 64 29 20 66 72 6f 6d exicon.giving.p(tag.|.word).from
12b40 20 73 75 70 65 72 76 69 73 65 64 20 63 6f 72 70 75 73 0d 55 6e 73 65 65 6e 20 77 6f 72 64 73 0d .supervised.corpus.Unseen.words.
12b60 45 71 75 61 6c 6c 79 20 6c 69 6b 65 6c 79 20 74 61 67 73 20 66 6f 72 20 6d 75 6c 74 69 70 6c 65 Equally.likely.tags.for.multiple
12b80 20 73 74 61 74 65 73 0d 4c 6f 63 61 6c 20 6d 61 78 69 6d 61 0d 48 4d 4d 20 6e 6f 74 20 67 75 61 .states.Local.maxima.HMM.not.gua
12ba0 72 61 6e 74 65 65 64 20 74 6f 20 63 6f 6e 76 65 72 67 65 20 6f 6e 20 63 6f 72 72 65 63 74 20 6d ranteed.to.converge.on.correct.m
12bc0 6f 64 65 6c 0d 49 6e 69 74 69 61 6c 20 63 6f 6e 64 69 74 69 6f 6e 73 0d 52 61 6e 64 6f 6d 0d 54 odel.Initial.conditions.Random.T
12be0 72 61 69 6e 65 64 0d 44 65 67 65 6e 65 72 61 74 65 00 00 a1 0f 80 00 00 00 1a 00 00 00 00 00 00 rained.Degenerate...............
12c00 00 00 00 69 00 00 00 01 00 00 00 00 00 0d 00 00 00 00 00 00 00 00 00 30 00 00 00 01 00 00 00 00 ...i...................0........
12c20 00 13 00 00 00 00 00 00 00 00 00 1a 00 00 00 01 00 00 00 00 00 1a 00 00 00 00 00 02 00 1c 00 69 ...............................i
12c40 00 00 00 00 00 02 00 18 00 0d 00 00 00 00 04 02 00 00 04 1c 00 30 00 00 00 00 04 02 00 00 04 18 .....................0..........
12c60 00 13 00 00 00 00 08 02 00 00 08 1c 00 1a 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 2c 00 00 .............................,..
12c80 00 29 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 5b 00 00 00 00 00 00 00 06 00 00 00 01 .).................[............
12ca0 00 00 00 03 00 5e 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 13 00 00 00 00 00 00 00 02 00 00 .....^..........................
12cc0 00 0b 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 19 00 00 00 48 4d 4d .............................HMM
12ce0 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 20 31 00 00 aa 0f 1a 00 00 00 13 00 .Tagging:.Prior.Work.1..........
12d00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 00 00 01 00 00 00 00 00 00 00 10 00 9f 0f 04 00 00 00 ................................
12d20 01 00 00 00 00 00 a8 0f 12 01 00 00 43 75 74 74 69 6e 67 20 65 74 20 61 6c 2e 0d 45 6c 61 62 6f ............Cutting.et.al..Elabo
12d40 72 61 74 65 20 72 65 64 75 63 74 69 6f 6e 20 6f 66 20 63 6f 6d 70 6c 65 78 69 74 79 20 28 61 6d rate.reduction.of.complexity.(am
12d60 62 69 67 75 69 74 79 20 63 6c 61 73 73 65 73 29 0d 49 6e 74 65 67 72 61 74 69 6f 6e 20 6f 66 20 biguity.classes).Integration.of.
12d80 62 69 61 73 20 66 6f 72 20 74 75 6e 69 6e 67 20 28 6c 65 78 69 63 6f 6e 20 63 68 6f 69 63 65 2c bias.for.tuning.(lexicon.choice,
12da0 20 69 6e 69 74 69 61 6c 20 46 42 20 76 61 6c 75 65 73 29 0d 46 69 78 65 64 2d 73 69 7a 65 20 74 .initial.FB.values).Fixed-size.t
12dc0 65 78 74 20 63 68 75 6e 6b 73 2c 20 6d 6f 64 65 6c 20 61 76 65 72 61 67 69 6e 67 20 62 65 74 77 ext.chunks,.model.averaging.betw
12de0 65 65 6e 20 63 68 75 6e 6b 73 20 66 6f 72 20 66 69 6e 61 6c 20 6d 6f 64 65 6c 0d 35 30 30 2c 30 een.chunks.for.final.model.500,0
12e00 30 30 20 77 6f 72 64 73 20 6f 66 20 42 72 6f 77 6e 20 63 6f 72 70 75 73 3a 20 39 36 25 20 61 63 00.words.of.Brown.corpus:.96%.ac
12e20 63 75 72 61 74 65 20 61 66 74 65 72 20 65 69 67 68 74 20 69 74 65 72 61 74 69 6f 6e 73 0d 00 00 curate.after.eight.iterations...
12e40 a1 0f 26 00 00 00 0f 00 00 00 00 00 00 00 00 00 04 01 00 00 01 00 00 00 00 00 0f 00 00 00 00 00 ..&.............................
12e60 00 00 04 01 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 0f 00 00 00 04 00 00 00 01 00 00 00 ................................
12e80 09 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 07 00 00 00 52 65 73 75 ............................Resu
12ea0 6c 74 73 00 00 ea 03 00 00 00 00 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d lts............$................
12ec0 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c ................................
12ee0 01 00 00 b0 01 08 f0 08 00 00 00 03 00 00 00 03 6c 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 ................l......$.......(
12f00 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 ................................
12f20 00 00 00 00 6c 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 6c 00 00 20 ....l..........r............l...
12f40 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 60 ab 23 0f bf 01 00 00 01 00 ff 01 00 ...S...............`.#..........
12f60 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 .....................`.}........
12f80 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 ...............#................
12fa0 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 6c 00 00 20 02 00 00 53 00 0b .........r............l......S..
12fc0 f0 1e 00 00 00 7f 00 00 00 04 00 80 00 00 ac 23 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 ...............#................
12fe0 04 00 00 00 00 10 f0 08 00 00 00 60 03 20 01 60 15 f0 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 ...........`...`................
13000 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f .........#......................
13020 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 6c 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 ...H............l..........0....
13040 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 .....................h..........
13060 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 .........?......................
13080 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f ...........33..............8....
130a0 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 ...0..........._._._.P.P.T.1.0..
130c0 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e4 9b c2 01 10 8e 43 16 0f 00 ee 03 24 02 00 00 02 .....................C.....$....
130e0 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f ................................
13100 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 60 01 08 f0 08 00 00 00 03 00 00 00 03 58 00 00 0f ...............`............X...
13120 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 ...$.......(....................
13140 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 58 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 ................X..........r....
13160 00 0a f0 08 00 00 00 02 58 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 40 ........X......S...............@
13180 85 dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 ................................
131a0 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d .`.}............................
131c0 f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 .....................r..........
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14200 07 00 00 00 04 00 00 00 08 00 00 00 44 00 00 00 09 00 00 00 97 00 00 00 0a 00 00 00 1a 00 00 00 ............D...................
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14240 00 00 00 00 0a 00 00 00 10 00 00 00 13 00 00 00 00 00 00 00 08 00 00 00 12 00 00 00 21 00 00 00 ............................!...
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142c0 32 00 07 f0 24 00 00 00 03 04 c7 ed ce e0 bd b6 4d a0 bd 73 9e 36 8a 17 ce 5f ff 00 1f 02 00 00 2...$...........M..s.6..._......
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14300 ea 88 f6 a5 b6 b4 ff 00 04 02 00 00 01 00 00 00 1f 02 00 00 00 00 00 00 83 00 0b f0 30 00 00 00 ............................0...
14320 81 01 04 00 00 08 83 01 00 00 00 08 86 41 00 00 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 c5 41 .............A.................A
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144e0 00 54 00 39 00 00 00 8b 13 34 00 00 00 0f 00 ae 0f 2c 00 00 00 10 00 af 0f 08 00 00 00 0d 01 00 .T.9.....4.......,..............
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14580 00 00 05 00 00 00 00 00 a8 0f 3c 00 00 00 43 4d 50 54 20 38 38 32 20 46 69 6e 61 6c 20 50 72 6f ..........<...CMPT.882.Final.Pro
145a0 6a 65 63 74 0d 43 68 72 69 73 20 44 65 6d 77 65 6c 6c 0d 53 69 6d 6f 6e 20 46 72 61 73 65 72 20 ject.Chris.Demwell.Simon.Fraser.
145c0 55 6e 69 76 65 72 73 69 74 79 00 00 aa 0f 1a 00 00 00 1d 00 00 00 00 00 00 00 07 00 00 00 01 00 University......................
145e0 00 00 03 00 19 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 04 00 00 00 00 00 00 00 02 00 00 00 ................................
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14620 54 61 67 67 69 6e 67 20 54 61 73 6b 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ab 00 00 00 Tagging.Task....................
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14720 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 n.Markov.Models.1...............
14740 0f 52 00 00 00 4f 62 73 65 72 76 61 62 6c 65 20 73 74 61 74 65 73 20 28 63 6f 72 70 75 73 20 74 .R...Observable.states.(corpus.t
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147e0 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 32 02 00 00 4d 00 6f 00 64 00 65 00 6c 00 3a 00 20 00 bb .............2...M.o.d.e.l.:....
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151c0 00 00 00 18 00 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f 50 00 00 00 07 00 00 00 00 00 00 00 03 ...................P............
151e0 00 00 00 01 00 00 00 03 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 08 00 00 00 00 ................................
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153e0 01 00 00 00 00 00 0a 00 00 00 00 00 00 00 00 00 28 00 00 00 00 00 02 00 18 00 01 00 00 00 00 04 ................(...............
15400 22 00 00 04 00 00 18 00 03 00 00 00 00 04 2a 00 00 04 00 00 18 00 e7 ff 68 00 00 00 00 08 02 00 ".............*.........h.......
15420 00 08 18 00 01 00 00 00 00 0c 22 00 00 0c 00 00 14 00 03 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 ..........".............*.......
15440 e7 ff 04 00 00 00 00 0c 22 00 00 0c 00 00 14 00 02 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff ........".............*.........
15460 0a 00 00 00 00 10 02 00 00 10 18 00 00 00 aa 0f 7c 00 00 00 28 00 00 00 00 00 00 00 01 00 00 00 ................|...(...........
15480 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 2f 00 00 00 00 00 00 00 03 00 00 00 ..................../...........
154a0 01 00 00 00 03 00 36 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 06 00 00 00 ......6.........................
154c0 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 ................................
154e0 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 0d 00 00 00 04 00 00 00 ................................
15500 02 00 00 00 08 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 12 00 00 00 ................................
15520 42 61 63 6b 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 Backward.Algorithm..............
15540 a0 0f 98 00 00 00 53 00 79 00 6d 00 6d 00 65 00 74 00 72 00 69 00 63 00 61 00 6c 00 20 00 74 00 ......S.y.m.m.e.t.r.i.c.a.l...t.
15560 6f 00 20 00 46 00 6f 00 72 00 77 00 61 00 72 00 64 00 20 00 41 00 6c 00 67 00 6f 00 72 00 69 00 o...F.o.r.w.a.r.d...A.l.g.o.r.i.
15580 74 00 68 00 6d 00 0d 00 49 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a 00 61 00 74 00 69 00 t.h.m...I.n.i.t.i.a.l.i.z.a.t.i.
155a0 6f 00 6e 00 0d 00 b2 03 54 00 2c 00 69 00 20 00 3d 00 31 00 20 00 66 00 6f 00 72 00 20 00 61 00 o.n.....T.,.i...=.1...f.o.r...a.
155c0 6c 00 6c 00 20 00 49 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 3a 00 00 00 l.l...I...I.n.d.u.c.t.i.o.n.:...
155e0 a1 0f 5c 00 00 00 30 00 00 00 00 00 00 00 00 00 12 00 00 00 01 00 00 00 00 00 0b 00 00 00 00 00 ..\...0.........................
15600 00 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 00 00 01 00 01 00 03 00 00 00 00 00 09 00 01 00 ....0...........................
15620 e7 ff 0c 00 00 00 00 00 01 00 01 00 02 00 00 00 02 00 01 00 02 00 01 00 0b 00 00 00 00 00 01 00 ................................
15640 01 00 00 00 aa 0f 36 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ......6...0.....................
15660 03 00 00 00 01 00 00 00 03 00 18 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
15680 00 00 f3 03 14 00 00 00 10 00 00 00 00 00 00 00 02 00 00 00 0a 01 00 00 00 00 00 00 00 00 9f 0f ................................
156a0 04 00 00 00 00 00 00 00 00 00 a8 0f 18 00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 52 65 2d 65 73 ................Baum-Welch.Re-es
156c0 74 69 6d 61 74 69 6f 6e 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 6a 01 00 00 0d 00 43 00 timation................j.....C.
156e0 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 74 00 77 00 6f 00 20 00 6e 00 65 00 77 00 a.l.c.u.l.a.t.e...t.w.o...n.e.w.
15700 20 00 6d 00 61 00 74 00 72 00 69 00 63 00 65 00 73 00 20 00 6f 00 66 00 20 00 69 00 6e 00 74 00 ..m.a.t.r.i.c.e.s...o.f...i.n.t.
15720 65 00 72 00 6d 00 65 00 64 00 69 00 61 00 74 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 e.r.m.e.d.i.a.t.e...p.r.o.b.a.b.
15740 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 20 00 b4 03 2c 00 b3 03 0d 00 43 00 61 00 6c 00 63 00 i.l.i.t.i.e.s.....,.....C.a.l.c.
15760 75 00 6c 00 61 00 74 00 65 00 20 00 6e 00 65 00 77 00 20 00 41 00 2c 00 20 00 42 00 2c 00 20 00 u.l.a.t.e...n.e.w...A.,...B.,...
15780 c0 03 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 73 00 65 00 20 00 70 00 72 00 ....g.i.v.e.n...t.h.e.s.e...p.r.
157a0 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 0d 00 52 00 65 00 63 00 61 00 o.b.a.b.i.l.i.t.i.e.s...R.e.c.a.
157c0 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 b1 03 20 00 61 00 6e 00 64 00 20 00 b2 03 2c 00 l.c.u.l.a.t.e.......a.n.d.....,.
157e0 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 0d 00 52 00 65 00 70 00 65 00 61 00 74 00 ..p.(.O...|.....)...R.e.p.e.a.t.
15800 20 00 75 00 6e 00 74 00 69 00 6c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 20 00 ..u.n.t.i.l...p.(.O...|.....)...
15820 64 00 6f 00 65 00 73 00 6e 00 19 20 74 00 20 00 63 00 68 00 61 00 6e 00 67 00 65 00 20 00 6d 00 d.o.e.s.n...t...c.h.a.n.g.e...m.
15840 75 00 63 00 68 00 00 00 a1 0f 1e 00 00 00 b6 00 00 00 00 00 00 00 00 00 3a 00 00 00 00 00 00 00 u.c.h...................:.......
15860 7c 00 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f d4 00 00 00 3a 00 00 00 00 00 00 00 01 00 00 00 |...................:...........
15880 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
158a0 15 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 00 00 00 00 00 01 00 ......................'.........
158c0 00 00 07 00 00 00 00 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 ................................
158e0 00 00 02 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 00 ................................
15900 07 00 00 00 00 00 08 04 00 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 ................................
15920 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 00 01 00 00 00 07 00 ................................
15940 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 05 00 00 00 00 00 00 00 02 00 00 00 02 01 00 00 ................................
15960 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 ........................HMM.Tagg
15980 69 6e 67 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f a4 00 00 00 54 72 61 69 6e 69 6e ing.1....................Trainin
159a0 67 20 4d 65 74 68 6f 64 0d 53 75 70 65 72 76 69 73 65 64 0d 52 65 6c 61 74 69 76 65 20 46 72 65 g.Method.Supervised.Relative.Fre
159c0 71 75 65 6e 63 79 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 20 77 69 74 68 20 66 quency.Relative.Frequency.with.f
159e0 75 72 74 68 65 72 20 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 urther.Maximum.Likelihood.traini
15a00 6e 67 0d 55 6e 73 75 70 65 72 76 69 73 65 64 0d 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f ng.Unsupervised.Maximum.Likeliho
15a20 6f 64 20 74 72 61 69 6e 69 6e 67 20 77 69 74 68 20 72 61 6e 64 6f 6d 20 73 74 61 72 74 00 00 a1 od.training.with.random.start...
15a40 0f 62 00 00 00 10 00 00 00 00 00 00 00 00 00 0b 00 00 00 01 00 00 00 00 00 4f 00 00 00 02 00 00 .b.......................O......
15a60 00 00 00 0d 00 00 00 01 00 00 00 00 00 2e 00 00 00 02 00 00 00 00 00 10 00 00 00 00 00 00 00 0b ................................
15a80 00 00 00 00 04 00 00 00 04 4f 00 00 00 00 04 00 00 00 04 0d 00 00 00 00 08 00 00 00 08 2e 00 00 .........O......................
15aa0 00 00 0c 00 00 00 0c 00 00 f3 03 14 00 00 00 11 00 00 00 00 00 00 00 02 00 00 00 0d 01 00 00 00 ................................
15ac0 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 .......................HMM.Taggi
15ae0 6e 67 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f be 00 00 00 52 65 61 64 20 63 6f 72 ng.2....................Read.cor
15b00 70 75 73 2c 20 74 61 6b 65 20 63 6f 75 6e 74 73 20 61 6e 64 20 6d 61 6b 65 20 74 72 61 6e 73 6c pus,.take.counts.and.make.transl
15b20 61 74 69 6f 6e 20 74 61 62 6c 65 73 0d 54 72 61 69 6e 20 48 4d 4d 20 75 73 69 6e 67 20 42 57 20 ation.tables.Train.HMM.using.BW.
15b40 6f 72 20 63 6f 6d 70 75 74 65 20 48 4d 4d 20 75 73 69 6e 67 20 52 46 0d 43 6f 6d 70 75 74 65 20 or.compute.HMM.using.RF.Compute.
15b60 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 68 69 64 64 65 6e 20 73 74 61 74 65 20 73 65 71 75 65 6e 63 most.likely.hidden.state.sequenc
15b80 65 0d 44 65 74 65 72 6d 69 6e 65 20 50 4f 53 20 72 6f 6c 65 20 74 68 61 74 20 65 61 63 68 20 73 e.Determine.POS.role.that.each.s
15ba0 74 61 74 65 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 70 6c 61 79 73 00 00 a1 0f 18 00 00 00 bf 00 tate.most.likely.plays..........
15bc0 00 00 00 00 92 00 00 00 01 00 22 20 00 00 bf 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 12 00 ..........".....................
15be0 00 00 00 00 00 00 02 00 00 00 0c 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 ................................
15c00 a8 0f 17 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 31 10 00 9f ......HMM.Tagging:.Pitfalls.1...
15c20 0f 04 00 00 00 01 00 00 00 00 00 a8 0f f8 00 00 00 4d 6f 6e 6f 6c 69 74 68 69 63 20 48 4d 4d 0d .................Monolithic.HMM.
15c40 52 65 6c 61 74 69 76 65 6c 79 20 6f 70 61 71 75 65 20 74 6f 20 64 65 62 75 67 67 69 6e 67 20 73 Relatively.opaque.to.debugging.s
15c60 74 72 61 74 65 67 69 65 73 0d 44 69 66 66 69 63 75 6c 74 20 74 6f 20 6d 6f 64 75 6c 61 72 69 7a trategies.Difficult.to.modulariz
15c80 65 0d 53 69 67 6e 69 66 69 63 61 6e 74 20 74 69 6d 65 2f 73 70 61 63 65 20 65 66 66 69 63 69 65 e.Significant.time/space.efficie
15ca0 6e 63 79 20 63 6f 6e 63 65 72 6e 73 0d 56 61 72 69 65 64 20 74 65 63 68 6e 69 71 75 65 73 20 66 ncy.concerns.Varied.techniques.f
15cc0 6f 72 20 70 72 69 6f 72 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 73 0d 4e 75 6d 65 72 69 63 or.prior.implementations.Numeric
15ce0 61 6c 20 53 74 61 62 69 6c 69 74 79 0d 56 65 72 79 20 73 6d 61 6c 6c 20 70 72 6f 62 61 62 69 6c al.Stability.Very.small.probabil
15d00 69 74 69 65 73 20 6c 69 6b 65 6c 79 20 74 6f 20 75 6e 64 65 72 66 6c 6f 77 0d 4c 6f 67 20 6c 69 ities.likely.to.underflow.Log.li
15d20 6b 65 6c 69 68 6f 6f 64 0d 00 00 a1 0f 60 00 00 00 0f 00 00 00 00 00 00 00 00 00 99 00 00 00 01 kelihood.....`..................
15d40 00 00 00 00 00 14 00 00 00 00 00 00 00 00 00 3c 00 00 00 01 00 00 00 00 00 01 00 00 00 00 00 00 ...............<................
15d60 00 00 00 0f 00 00 00 00 00 00 00 99 00 00 00 00 00 00 00 14 00 00 00 00 04 00 00 00 04 3c 00 00 .............................<..
15d80 00 00 04 00 00 00 04 01 00 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 14 00 00 00 00 00 00 ................................
15da0 00 02 00 00 00 0e 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 ................................
15dc0 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 32 10 00 9f 0f 04 00 00 00 .HMM.Tagging:.Pitfalls.2........
15de0 01 00 00 00 00 00 a8 0f ec 00 00 00 53 74 61 74 65 20 72 6f 6c 65 20 69 64 65 6e 74 69 66 69 63 ............State.role.identific
15e00 61 74 69 6f 6e 0d 4c 65 78 69 63 6f 6e 20 67 69 76 69 6e 67 20 70 28 74 61 67 20 7c 20 77 6f 72 ation.Lexicon.giving.p(tag.|.wor
15e20 64 29 20 66 72 6f 6d 20 73 75 70 65 72 76 69 73 65 64 20 63 6f 72 70 75 73 0d 55 6e 73 65 65 6e d).from.supervised.corpus.Unseen
15e40 20 77 6f 72 64 73 0d 45 71 75 61 6c 6c 79 20 6c 69 6b 65 6c 79 20 74 61 67 73 20 66 6f 72 20 6d .words.Equally.likely.tags.for.m
15e60 75 6c 74 69 70 6c 65 20 73 74 61 74 65 73 0d 4c 6f 63 61 6c 20 6d 61 78 69 6d 61 0d 48 4d 4d 20 ultiple.states.Local.maxima.HMM.
15e80 6e 6f 74 20 67 75 61 72 61 6e 74 65 65 64 20 74 6f 20 63 6f 6e 76 65 72 67 65 20 6f 6e 20 63 6f not.guaranteed.to.converge.on.co
15ea0 72 72 65 63 74 20 6d 6f 64 65 6c 0d 49 6e 69 74 69 61 6c 20 63 6f 6e 64 69 74 69 6f 6e 73 0d 52 rrect.model.Initial.conditions.R
15ec0 61 6e 64 6f 6d 0d 54 72 61 69 6e 65 64 0d 44 65 67 65 6e 65 72 61 74 65 00 00 a1 0f 80 00 00 00 andom.Trained.Degenerate........
15ee0 1a 00 00 00 00 00 00 00 00 00 69 00 00 00 01 00 00 00 00 00 0d 00 00 00 00 00 00 00 00 00 30 00 ..........i...................0.
15f00 00 00 01 00 00 00 00 00 13 00 00 00 00 00 00 00 00 00 1a 00 00 00 01 00 00 00 00 00 1a 00 00 00 ................................
15f20 00 00 02 00 1c 00 69 00 00 00 00 00 02 00 18 00 0d 00 00 00 00 04 02 00 00 04 1c 00 30 00 00 00 ......i.....................0...
15f40 00 04 02 00 00 04 18 00 13 00 00 00 00 08 02 00 00 08 1c 00 1a 00 00 00 00 0c 02 00 00 0c 18 00 ................................
15f60 00 00 aa 0f 2c 00 00 00 29 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 5b 00 00 00 00 00 ....,...).................[.....
15f80 00 00 06 00 00 00 01 00 00 00 03 00 5e 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 13 00 00 00 ............^...................
15fa0 00 00 00 00 02 00 00 00 0b 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f ................................
15fc0 19 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 20 31 10 00 9f ....HMM.Tagging:.Prior.Work.1...
15fe0 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 12 01 00 00 43 75 74 74 69 6e 67 20 65 74 20 61 6c 2e 0d .................Cutting.et.al..
16000 45 6c 61 62 6f 72 61 74 65 20 72 65 64 75 63 74 69 6f 6e 20 6f 66 20 63 6f 6d 70 6c 65 78 69 74 Elaborate.reduction.of.complexit
16020 79 20 28 61 6d 62 69 67 75 69 74 79 20 63 6c 61 73 73 65 73 29 0d 49 6e 74 65 67 72 61 74 69 6f y.(ambiguity.classes).Integratio
16040 6e 20 6f 66 20 62 69 61 73 20 66 6f 72 20 74 75 6e 69 6e 67 20 28 6c 65 78 69 63 6f 6e 20 63 68 n.of.bias.for.tuning.(lexicon.ch
16060 6f 69 63 65 2c 20 69 6e 69 74 69 61 6c 20 46 42 20 76 61 6c 75 65 73 29 0d 46 69 78 65 64 2d 73 oice,.initial.FB.values).Fixed-s
16080 69 7a 65 20 74 65 78 74 20 63 68 75 6e 6b 73 2c 20 6d 6f 64 65 6c 20 61 76 65 72 61 67 69 6e 67 ize.text.chunks,.model.averaging
160a0 20 62 65 74 77 65 65 6e 20 63 68 75 6e 6b 73 20 66 6f 72 20 66 69 6e 61 6c 20 6d 6f 64 65 6c 0d .between.chunks.for.final.model.
160c0 35 30 30 2c 30 30 30 20 77 6f 72 64 73 20 6f 66 20 42 72 6f 77 6e 20 63 6f 72 70 75 73 3a 20 39 500,000.words.of.Brown.corpus:.9
160e0 36 25 20 61 63 63 75 72 61 74 65 20 61 66 74 65 72 20 65 69 67 68 74 20 69 74 65 72 61 74 69 6f 6%.accurate.after.eight.iteratio
16100 6e 73 0d 00 00 a1 0f 26 00 00 00 0f 00 00 00 00 00 00 00 00 00 04 01 00 00 01 00 00 00 00 00 0f ns.....&........................
16120 00 00 00 00 00 00 00 04 01 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 15 00 00 00 00 00 00 ................................
16140 00 02 00 00 00 0f 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 19 00 00 ................................
16160 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 20 32 10 00 9f 0f 04 00 .HMM.Tagging:.Prior.Work.2......
16180 00 00 01 00 00 00 00 00 a0 0f e6 01 00 00 4d 00 65 00 72 00 69 00 61 00 6c 00 64 00 6f 00 0d 00 ..............M.e.r.i.a.l.d.o...
161a0 43 00 6f 00 6e 00 74 00 72 00 61 00 73 00 74 00 65 00 64 00 20 00 63 00 6f 00 6d 00 70 00 75 00 C.o.n.t.r.a.s.t.e.d...c.o.m.p.u.
161c0 74 00 65 00 64 00 20 00 28 00 52 00 65 00 6c 00 61 00 74 00 69 00 76 00 65 00 20 00 46 00 72 00 t.e.d...(.R.e.l.a.t.i.v.e...F.r.
161e0 65 00 71 00 75 00 65 00 6e 00 63 00 79 00 29 00 20 00 76 00 73 00 20 00 74 00 72 00 61 00 69 00 e.q.u.e.n.c.y.)...v.s...t.r.a.i.
16200 6e 00 65 00 64 00 20 00 28 00 42 00 57 00 52 00 45 00 29 00 20 00 6d 00 6f 00 64 00 65 00 6c 00 n.e.d...(.B.W.R.E.)...m.o.d.e.l.
16220 73 00 0d 00 43 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 65 00 64 00 20 00 74 00 72 00 s...C.o.n.s.t.r.a.i.n.e.d...t.r.
16240 61 00 69 00 6e 00 69 00 6e 00 67 00 0d 00 4b 00 65 00 65 00 70 00 20 00 70 00 28 00 74 00 61 00 a.i.n.i.n.g...K.e.e.p...p.(.t.a.
16260 67 00 20 00 7c 00 20 00 77 00 6f 00 72 00 64 00 29 00 20 00 63 00 6f 00 6e 00 73 00 74 00 61 00 g...|...w.o.r.d.)...c.o.n.s.t.a.
16280 6e 00 74 00 20 00 66 00 72 00 6f 00 6d 00 20 00 62 00 6f 00 6f 00 74 00 73 00 74 00 72 00 61 00 n.t...f.r.o.m...b.o.o.t.s.t.r.a.
162a0 70 00 20 00 63 00 6f 00 72 00 70 00 75 00 73 00 19 20 20 00 52 00 46 00 0d 00 4b 00 65 00 65 00 p...c.o.r.p.u.s.....R.F...K.e.e.
162c0 70 00 20 00 70 00 28 00 74 00 61 00 67 00 29 00 20 00 63 00 6f 00 6e 00 73 00 74 00 61 00 6e 00 p...p.(.t.a.g.)...c.o.n.s.t.a.n.
162e0 74 00 20 00 66 00 72 00 6f 00 6d 00 20 00 62 00 6f 00 6f 00 74 00 73 00 74 00 72 00 61 00 70 00 t...f.r.o.m...b.o.o.t.s.t.r.a.p.
16300 20 00 63 00 6f 00 72 00 70 00 75 00 73 00 19 20 20 00 52 00 46 00 0d 00 43 00 6f 00 6e 00 73 00 ..c.o.r.p.u.s.....R.F...C.o.n.s.
16320 74 00 72 00 61 00 69 00 6e 00 74 00 73 00 20 00 61 00 6c 00 6c 00 6f 00 77 00 20 00 64 00 65 00 t.r.a.i.n.t.s...a.l.l.o.w...d.e.
16340 67 00 72 00 61 00 64 00 61 00 74 00 69 00 6f 00 6e 00 2c 00 20 00 62 00 75 00 74 00 20 00 6d 00 g.r.a.d.a.t.i.o.n.,...b.u.t...m.
16360 6f 00 72 00 65 00 20 00 73 00 6c 00 6f 00 77 00 6c 00 79 00 00 00 a1 0f 4e 00 00 00 09 00 00 00 o.r.e...s.l.o.w.l.y.....N.......
16380 00 00 00 00 00 00 57 00 00 00 01 00 00 00 00 00 65 00 00 00 02 00 00 00 00 00 2f 00 00 00 01 00 ......W.........e........./.....
163a0 00 00 00 00 09 00 00 00 00 00 00 00 57 00 00 00 00 04 00 00 00 04 65 00 00 00 00 04 00 00 00 04 ............W.........e.........
163c0 2f 00 00 00 00 04 00 00 00 04 00 00 aa 0f 48 00 00 00 08 00 00 00 01 00 00 00 03 00 2a 00 00 00 /.............H.............*...
163e0 00 00 00 00 02 00 00 00 01 00 00 00 03 00 31 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 ..............1.................
16400 31 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 54 00 00 00 00 00 00 00 00 00 f3 03 14 00 1.................T.............
16420 00 00 16 00 00 00 00 00 00 00 02 00 00 00 10 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 ................................
16440 00 00 00 00 a8 0f 19 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 ..........HMM.Tagging:.Prior.Wor
16460 6b 20 33 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 f3 03 14 00 00 00 0f 00 00 00 04 00 00 00 01 k.3.............................
16480 00 00 00 09 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 07 00 00 00 52 ...............................R
164a0 65 73 75 6c 74 73 00 00 ea 03 00 00 00 00 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 esults............$.............
164c0 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 ................................
164e0 02 f0 8c 01 00 00 c0 01 08 f0 08 00 00 00 03 00 00 00 03 70 00 00 0f 00 03 f0 24 01 00 00 0f 00 ...................p......$.....
16500 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 ..(.............................
16520 0a f0 08 00 00 00 00 70 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 70 .......p..........r............p
16540 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 98 a0 dc 00 bf 01 00 00 01 00 ......S.........................
16560 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 ........................`.}.....
16580 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f ................................
165a0 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 70 00 00 20 02 00 00 ............r............p......
165c0 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 00 03 dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 S...............................
165e0 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 ..................`.............
16600 c3 0b 08 00 00 00 01 00 00 00 0e 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 ................................
16620 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 70 00 00 00 0c 00 00 83 00 0b f0 30 00 ......H............p..........0.
16640 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ........................h.......
16660 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 ............?...................
16680 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 ..............33..............8.
166a0 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 ......0..........._._._.P.P.T.1.
166c0 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e5 9b c2 01 e0 ef 3e 38 0f 00 ee 03 24 02 0.......................>8....$.
166e0 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 ................................
16700 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 d0 01 08 f0 08 00 00 00 03 00 00 00 03 74 ...............................t
16720 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 ......$.......(.................
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1c2a0 12 00 40 9f ee 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 12 00 1f 00 ff 03 14 00 ..@.............................
1c2c0 00 00 02 00 00 04 0c 00 00 00 00 00 00 00 00 00 00 00 02 00 00 00 0f 00 88 13 be 00 00 00 0f 00 ................................
1c2e0 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 ..0..........._._._.P.P.T.1.0...
1c300 8b 13 10 00 00 00 00 00 0d 04 08 00 00 00 00 c0 00 00 00 c0 00 00 0f 00 8a 13 7e 00 00 00 00 00 ..........................~.....
1c320 ba 0f 0e 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 39 00 00 00 8b 13 60 00 00 00 0f 00 ae 0f ......_._._.P.P.T.9.....`.......
1c340 58 00 00 00 10 00 af 0f 08 00 00 00 0d 01 00 00 01 00 00 00 00 00 ac 0f 14 00 00 00 00 00 80 03 X...............................
1c360 ff ff 01 00 03 00 01 00 00 00 00 00 00 00 00 00 10 00 af 0f 08 00 00 00 11 01 00 00 01 00 00 00 ................................
1c380 00 00 ac 0f 14 00 00 00 00 00 80 03 ff ff 01 00 03 00 01 00 00 00 00 00 00 00 00 00 0f 00 f0 0f ................................
1c3a0 0e 27 00 00 00 00 f3 03 14 00 00 00 03 00 00 00 00 00 00 00 02 00 00 00 00 01 00 00 00 00 00 00 .'..............................
1c3c0 00 00 9f 0f 04 00 00 00 06 00 00 00 00 00 a8 0f 21 00 00 00 54 61 67 67 69 6e 67 20 77 69 74 68 ................!...Tagging.with
1c3e0 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 10 00 9f 0f 04 00 00 00 05 00 00 .Hidden.Markov.Models...........
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1c420 43 68 72 69 73 20 44 65 6d 77 65 6c 6c 0d 53 69 6d 6f 6e 20 46 72 61 73 65 72 20 55 6e 69 76 65 Chris.Demwell.Simon.Fraser.Unive
1c440 72 73 69 74 79 00 00 aa 0f 1a 00 00 00 1d 00 00 00 00 00 00 00 07 00 00 00 01 00 00 00 03 00 19 rsity...........................
1c460 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 04 00 00 00 00 00 00 00 02 00 00 00 01 01 00 00 00 ................................
1c480 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 10 00 00 00 54 68 65 20 54 61 67 67 69 .......................The.Taggi
1c4a0 6e 67 20 54 61 73 6b 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ab 00 00 00 49 64 65 6e 74 ng.Task....................Ident
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1c540 78 74 0d 0d 55 6e 73 75 70 65 72 76 69 73 65 64 3a 20 55 73 65 73 20 6f 6e 6c 79 20 70 6c 61 69 xt..Unsupervised:.Uses.only.plai
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1c580 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 ......................Hidden.Mar
1c5a0 6b 6f 76 20 4d 6f 64 65 6c 73 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 52 00 00 00 kov.Models.1................R...
1c5c0 4f 62 73 65 72 76 61 62 6c 65 20 73 74 61 74 65 73 20 28 63 6f 72 70 75 73 20 74 65 78 74 29 20 Observable.states.(corpus.text).
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1c600 29 0d 47 65 6e 65 72 61 74 69 76 65 20 6d 6f 64 65 6c 00 00 f3 03 14 00 00 00 07 00 00 00 00 00 ).Generative.model..............
1c620 00 00 02 00 00 00 03 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 ................................
1c640 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 32 10 00 9f 0f 04 00 00 00 ..Hidden.Markov.Models.2........
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1c720 20 00 66 00 72 00 6f 00 6d 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 00 20 00 74 00 6f 00 ..f.r.o.m...s.t.a.t.e...i...t.o.
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1c800 20 00 77 00 69 00 74 00 68 00 20 00 74 00 61 00 67 00 20 00 6a 00 0d 00 c0 03 3a 00 20 00 49 00 ..w.i.t.h...t.a.g...j.....:...I.
1c820 6e 00 74 00 69 00 61 00 6c 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 70 00 72 00 6f 00 62 00 n.t.i.a.l...s.t.a.t.e...p.r.o.b.
1c840 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 0d 00 c0 03 69 00 20 00 3d 00 20 00 70 00 72 00 6f 00 a.b.i.l.i.t.y.....i...=...p.r.o.
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1c880 74 00 69 00 6e 00 67 00 20 00 69 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 00 00 00 t.i.n.g...i.n...s.t.a.t.e...i...
1c8a0 a1 0f 38 01 00 00 3c 00 00 00 00 00 00 10 00 00 5a 00 37 00 00 00 01 00 00 10 00 00 5a 00 1f 00 ..8...<.........Z.7.........Z...
1c8c0 00 00 00 00 00 10 00 00 5a 00 44 00 00 00 01 00 00 10 00 00 5a 00 1c 00 00 00 00 00 00 10 00 00 ........Z.D.........Z...........
1c8e0 5a 00 28 00 00 00 01 00 00 10 00 00 5a 00 07 00 00 00 00 00 00 00 01 00 00 00 00 04 20 00 00 04 Z.(.........Z...................
1c900 00 00 0a 00 00 00 00 08 00 00 00 08 2a 00 00 00 00 0c 20 00 00 0c 00 00 01 00 00 00 00 0c 20 00 ............*...................
1c920 00 0c 00 00 03 00 00 00 00 0c 28 00 00 0c 00 00 e7 ff 31 00 00 00 00 0c 20 00 00 0c 00 00 02 00 ..........(.......1.............
1c940 00 00 02 0c 20 00 02 0c 00 00 1f 00 00 00 00 10 20 00 00 10 00 00 01 00 00 00 00 10 20 00 00 10 ................................
1c960 00 00 03 00 00 00 00 10 28 00 00 10 00 00 e7 ff 25 00 00 00 00 10 20 00 00 10 00 00 01 00 00 00 ........(.......%...............
1c980 02 10 20 00 02 10 00 00 18 00 00 00 00 10 20 00 00 10 00 00 02 00 00 00 02 10 20 00 02 10 00 00 ................................
1c9a0 1c 00 00 00 00 14 20 00 00 14 00 00 01 00 00 00 00 18 20 00 00 18 00 00 01 00 00 00 00 18 28 00 ..............................(.
1c9c0 00 18 00 00 e7 ff 24 00 00 00 00 18 20 00 00 18 00 00 02 00 00 00 02 18 20 00 02 18 00 00 00 00 ......$.........................
1c9e0 aa 0f a4 00 00 00 07 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0a 00 00 00 ................................
1ca00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 29 00 00 00 00 00 00 00 04 00 00 00 01 00 ..................).............
1ca20 00 00 03 00 52 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 03 00 40 00 00 00 00 00 00 00 01 00 ....R.................@.........
1ca40 00 00 07 00 00 00 00 00 08 04 00 00 02 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 03 00 13 00 ................................
1ca60 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 26 00 00 00 00 00 00 00 01 00 00 00 ....................&...........
1ca80 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 0c 00 00 00 00 00 00 00 02 00 00 00 07 01 ................................
1caa0 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e ..........................Hidden
1cac0 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 33 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f .Markov.Models.3................
1cae0 44 03 00 00 54 00 65 00 72 00 6d 00 73 00 20 00 69 00 6e 00 20 00 74 00 68 00 69 00 73 00 20 00 D...T.e.r.m.s...i.n...t.h.i.s...
1cb00 70 00 72 00 65 00 73 00 65 00 6e 00 74 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 0d 00 4e 00 3a 00 p.r.e.s.e.n.t.a.t.i.o.n.....N.:.
1cb20 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 20 00 68 00 69 00 64 00 64 00 65 00 ..N.u.m.b.e.r...o.f...h.i.d.d.e.
1cb40 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 73 00 20 00 69 00 6e 00 20 00 65 00 61 00 63 00 68 00 n...s.t.a.t.e.s...i.n...e.a.c.h.
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1cb80 74 00 20 00 74 00 61 00 67 00 73 00 29 00 0d 00 54 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 t...t.a.g.s.)...T.:...N.u.m.b.e.
1cba0 72 00 20 00 6f 00 66 00 20 00 63 00 6f 00 6c 00 75 00 6d 00 6e 00 73 00 20 00 69 00 6e 00 20 00 r...o.f...c.o.l.u.m.n.s...i.n...
1cbc0 74 00 72 00 65 00 6c 00 6c 00 69 00 73 00 20 00 28 00 74 00 69 00 6d 00 65 00 20 00 74 00 69 00 t.r.e.l.l.i.s...(.t.i.m.e...t.i.
1cbe0 63 00 6b 00 73 00 29 00 0d 00 4d 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 c.k.s.)...M.:...N.u.m.b.e.r...o.
1cc00 66 00 20 00 73 00 79 00 6d 00 62 00 6f 00 6c 00 73 00 20 00 28 00 64 00 69 00 73 00 74 00 69 00 f...s.y.m.b.o.l.s...(.d.i.s.t.i.
1cc20 6e 00 63 00 74 00 20 00 77 00 6f 00 72 00 64 00 73 00 29 00 0d 00 4f 00 3a 00 20 00 54 00 68 00 n.c.t...w.o.r.d.s.)...O.:...T.h.
1cc40 65 00 20 00 6f 00 62 00 73 00 65 00 72 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 00 28 00 74 00 e...o.b.s.e.r.v.a.t.i.o.n...(.t.
1cc60 68 00 65 00 20 00 75 00 6e 00 74 00 61 00 67 00 67 00 65 00 64 00 20 00 74 00 65 00 78 00 74 00 h.e...u.n.t.a.g.g.e.d...t.e.x.t.
1cc80 29 00 0d 00 62 00 6a 00 28 00 74 00 29 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 )...b.j.(.t.).:...T.h.e...p.r.o.
1cca0 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 65 00 6d 00 69 00 74 00 b.a.b.i.l.i.t.y...o.f...e.m.i.t.
1ccc0 74 00 69 00 6e 00 67 00 20 00 74 00 68 00 65 00 20 00 73 00 79 00 6d 00 62 00 6f 00 6c 00 20 00 t.i.n.g...t.h.e...s.y.m.b.o.l...
1cce0 66 00 6f 00 75 00 6e 00 64 00 20 00 61 00 74 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 2c 00 f.o.u.n.d...a.t...t.i.c.k...t.,.
1cd00 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 6a 00 0d 00 b1 03 ..g.i.v.e.n...s.t.a.t.e...j.....
1cd20 74 00 2c 00 6a 00 20 00 61 00 6e 00 64 00 20 00 b2 03 74 00 2c 00 6a 00 20 00 3a 00 20 00 54 00 t.,.j...a.n.d.....t.,.j...:...T.
1cd40 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 h.e...p.r.o.b.a.b.i.l.i.t.y...o.
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1ce40 01 00 00 10 00 00 50 00 1c 00 00 00 00 00 02 00 1c 00 b5 00 00 00 00 04 02 00 00 04 18 00 01 00 ......P.........................
1ce60 00 00 00 04 0a 00 00 04 18 00 e7 ff 4b 00 00 00 00 04 02 00 00 04 18 00 01 00 00 00 00 08 22 00 ............K.................".
1ce80 00 08 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 06 00 00 00 00 08 22 00 00 08 ............*..............."...
1cea0 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff 78 00 00 00 00 08 22 00 00 08 00 00 ..........*.........x.....".....
1cec0 18 00 01 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 7e 00 00 00 d0 00 00 00 00 00 00 00 04 00 ..................~.............
1cee0 00 00 01 00 00 00 03 00 49 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 ........I.......................
1cf00 00 00 01 00 00 00 03 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 ................................
1cf20 00 00 01 00 00 00 03 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 76 00 00 00 00 00 00 00 01 00 ......................v.........
1cf40 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 08 00 00 00 ................................
1cf60 04 00 00 00 02 00 00 00 05 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f ................................
1cf80 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 34 10 00 9f 0f 04 00 ....Hidden.Markov.Models.4......
1cfa0 00 00 01 00 00 00 00 00 a0 0f 76 00 00 00 41 00 20 00 69 00 73 00 20 00 61 00 20 00 4e 00 78 00 ..........v...A...i.s...a...N.x.
1cfc0 4e 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 42 00 20 00 69 00 73 00 20 00 61 00 20 00 N...m.a.t.r.i.x...B...i.s...a...
1cfe0 4e 00 78 00 54 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 c0 03 20 00 69 00 73 00 20 00 N.x.T...m.a.t.r.i.x.......i.s...
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1d020 20 00 4e 00 00 00 a1 0f 1e 00 00 00 3c 00 00 00 00 00 00 00 00 00 24 00 00 00 00 00 00 00 18 00 ..N.........<.........$.........
1d040 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f 50 00 00 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 ..............P.................
1d060 00 00 03 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 08 00 00 00 00 00 00 00 01 00 ................................
1d080 00 00 07 00 00 00 00 00 08 04 00 00 16 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 ................................
1d0a0 00 00 00 00 f3 03 14 00 00 00 0a 00 00 00 04 00 00 00 02 00 00 00 06 01 00 00 00 00 00 00 00 00 ................................
1d0c0 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 11 00 00 00 46 6f 72 77 61 72 64 20 41 6c 67 6f 72 69 ..................Forward.Algori
1d0e0 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 4e 01 00 00 55 00 73 00 65 00 64 00 20 thm................N...U.s.e.d..
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1d240 00 6f 00 6e 00 00 00 a1 0f 9a 00 00 00 94 00 00 00 00 00 00 00 00 00 0a 00 00 00 01 00 00 00 00 .o.n............................
1d260 00 0a 00 00 00 00 00 00 00 00 00 28 00 00 00 00 00 02 00 18 00 01 00 00 00 00 04 22 00 00 04 00 ...........(..............."....
1d280 00 18 00 03 00 00 00 00 04 2a 00 00 04 00 00 18 00 e7 ff 68 00 00 00 00 08 02 00 00 08 18 00 01 .........*.........h............
1d2a0 00 00 00 00 0c 22 00 00 0c 00 00 14 00 03 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff 04 00 00 .....".............*............
1d2c0 00 00 0c 22 00 00 0c 00 00 14 00 02 00 00 00 00 0c 2a 00 00 0c 00 00 14 00 e7 ff 0a 00 00 00 00 ...".............*..............
1d2e0 10 02 00 00 10 18 00 00 00 aa 0f 7c 00 00 00 28 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 ...........|...(................
1d300 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 2f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 .............../................
1d320 00 36 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 06 00 00 00 00 00 00 00 01 .6..............................
1d340 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 ................................
1d360 04 00 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 0d 00 00 00 04 00 00 00 02 00 00 00 08 ................................
1d380 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 12 00 00 00 42 61 63 6b 77 ...........................Backw
1d3a0 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 98 00 00 ard.Algorithm...................
1d3c0 00 53 00 79 00 6d 00 6d 00 65 00 74 00 72 00 69 00 63 00 61 00 6c 00 20 00 74 00 6f 00 20 00 46 .S.y.m.m.e.t.r.i.c.a.l...t.o...F
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1d420 00 b2 03 54 00 2c 00 69 00 20 00 3d 00 31 00 20 00 66 00 6f 00 72 00 20 00 61 00 6c 00 6c 00 20 ...T.,.i...=.1...f.o.r...a.l.l..
1d440 00 49 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 3a 00 00 00 a1 0f 5c 00 00 .I...I.n.d.u.c.t.i.o.n.:.....\..
1d460 00 30 00 00 00 00 00 00 00 00 00 12 00 00 00 01 00 00 00 00 00 0b 00 00 00 00 00 00 00 00 00 30 .0.............................0
1d480 00 00 00 00 00 00 00 01 00 00 00 00 00 01 00 01 00 03 00 00 00 00 00 09 00 01 00 e7 ff 0c 00 00 ................................
1d4a0 00 00 00 01 00 01 00 02 00 00 00 02 00 01 00 02 00 01 00 0b 00 00 00 00 00 01 00 01 00 00 00 aa ................................
1d4c0 0f 36 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 .6...0..........................
1d4e0 00 00 00 03 00 18 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 ................................
1d500 00 00 00 10 00 00 00 00 00 00 00 02 00 00 00 0a 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 ................................
1d520 00 00 00 00 00 a8 0f 18 00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 52 65 2d 65 73 74 69 6d 61 74 ...........Baum-Welch.Re-estimat
1d540 69 6f 6e 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 6a 01 00 00 0d 00 43 00 61 00 6c 00 63 ion................j.....C.a.l.c
1d560 00 75 00 6c 00 61 00 74 00 65 00 20 00 74 00 77 00 6f 00 20 00 6e 00 65 00 77 00 20 00 6d 00 61 .u.l.a.t.e...t.w.o...n.e.w...m.a
1d580 00 74 00 72 00 69 00 63 00 65 00 73 00 20 00 6f 00 66 00 20 00 69 00 6e 00 74 00 65 00 72 00 6d .t.r.i.c.e.s...o.f...i.n.t.e.r.m
1d5a0 00 65 00 64 00 69 00 61 00 74 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 .e.d.i.a.t.e...p.r.o.b.a.b.i.l.i
1d5c0 00 74 00 69 00 65 00 73 00 20 00 b4 03 2c 00 b3 03 0d 00 43 00 61 00 6c 00 63 00 75 00 6c 00 61 .t.i.e.s.....,.....C.a.l.c.u.l.a
1d5e0 00 74 00 65 00 20 00 6e 00 65 00 77 00 20 00 41 00 2c 00 20 00 42 00 2c 00 20 00 c0 03 20 00 67 .t.e...n.e.w...A.,...B.,.......g
1d600 00 69 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 73 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 .i.v.e.n...t.h.e.s.e...p.r.o.b.a
1d620 00 62 00 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 0d 00 52 00 65 00 63 00 61 00 6c 00 63 00 75 .b.i.l.i.t.i.e.s...R.e.c.a.l.c.u
1d640 00 6c 00 61 00 74 00 65 00 20 00 b1 03 20 00 61 00 6e 00 64 00 20 00 b2 03 2c 00 20 00 70 00 28 .l.a.t.e.......a.n.d.....,...p.(
1d660 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 0d 00 52 00 65 00 70 00 65 00 61 00 74 00 20 00 75 00 6e .O...|.....)...R.e.p.e.a.t...u.n
1d680 00 74 00 69 00 6c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 20 00 64 00 6f 00 65 .t.i.l...p.(.O...|.....)...d.o.e
1d6a0 00 73 00 6e 00 19 20 74 00 20 00 63 00 68 00 61 00 6e 00 67 00 65 00 20 00 6d 00 75 00 63 00 68 .s.n...t...c.h.a.n.g.e...m.u.c.h
1d6c0 00 00 00 a1 0f 1e 00 00 00 b6 00 00 00 00 00 00 00 00 00 3a 00 00 00 00 00 00 00 7c 00 00 00 00 ...................:.......|....
1d6e0 04 20 00 00 04 00 00 00 00 aa 0f d4 00 00 00 3a 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 ...............:................
1d700 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 ................................
1d720 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 00 00 00 00 00 01 00 00 00 07 00 00 .................'..............
1d740 00 00 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 02 00 00 ................................
1d760 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 ................................
1d780 00 08 04 00 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 00 00 00 01 ................................
1d7a0 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 ................................
1d7c0 04 00 00 00 00 f3 03 14 00 00 00 05 00 00 00 00 00 00 00 02 00 00 00 02 01 00 00 00 00 00 00 00 ................................
1d7e0 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 ...................HMM.Tagging.1
1d800 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f a4 00 00 00 54 72 61 69 6e 69 6e 67 20 4d 65 74 ....................Training.Met
1d820 68 6f 64 0d 53 75 70 65 72 76 69 73 65 64 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 hod.Supervised.Relative.Frequenc
1d840 79 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 20 77 69 74 68 20 66 75 72 74 68 65 y.Relative.Frequency.with.furthe
1d860 72 20 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e 67 0d 55 6e r.Maximum.Likelihood.training.Un
1d880 73 75 70 65 72 76 69 73 65 64 0d 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 20 74 72 supervised.Maximum.Likelihood.tr
1d8a0 61 69 6e 69 6e 67 20 77 69 74 68 20 72 61 6e 64 6f 6d 20 73 74 61 72 74 00 00 a1 0f 62 00 00 00 aining.with.random.start....b...
1d8c0 10 00 00 00 00 00 00 00 00 00 0b 00 00 00 01 00 00 00 00 00 4f 00 00 00 02 00 00 00 00 00 0d 00 ....................O...........
1d8e0 00 00 01 00 00 00 00 00 2e 00 00 00 02 00 00 00 00 00 10 00 00 00 00 00 00 00 0b 00 00 00 00 04 ................................
1d900 00 00 00 04 4f 00 00 00 00 04 00 00 00 04 0d 00 00 00 00 08 00 00 00 08 2e 00 00 00 00 0c 00 00 ....O...........................
1d920 00 0c 00 00 f3 03 14 00 00 00 11 00 00 00 00 00 00 00 02 00 00 00 0d 01 00 00 00 00 00 00 00 00 ................................
1d940 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 32 10 ..................HMM.Tagging.2.
1d960 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f be 00 00 00 52 65 61 64 20 63 6f 72 70 75 73 2c 20 ...................Read.corpus,.
1d980 74 61 6b 65 20 63 6f 75 6e 74 73 20 61 6e 64 20 6d 61 6b 65 20 74 72 61 6e 73 6c 61 74 69 6f 6e take.counts.and.make.translation
1d9a0 20 74 61 62 6c 65 73 0d 54 72 61 69 6e 20 48 4d 4d 20 75 73 69 6e 67 20 42 57 20 6f 72 20 63 6f .tables.Train.HMM.using.BW.or.co
1d9c0 6d 70 75 74 65 20 48 4d 4d 20 75 73 69 6e 67 20 52 46 0d 43 6f 6d 70 75 74 65 20 6d 6f 73 74 20 mpute.HMM.using.RF.Compute.most.
1d9e0 6c 69 6b 65 6c 79 20 68 69 64 64 65 6e 20 73 74 61 74 65 20 73 65 71 75 65 6e 63 65 0d 44 65 74 likely.hidden.state.sequence.Det
1da00 65 72 6d 69 6e 65 20 50 4f 53 20 72 6f 6c 65 20 74 68 61 74 20 65 61 63 68 20 73 74 61 74 65 20 ermine.POS.role.that.each.state.
1da20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 70 6c 61 79 73 00 00 a1 0f 18 00 00 00 bf 00 00 00 00 00 92 most.likely.plays...............
1da40 00 00 00 01 00 22 20 00 00 bf 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 12 00 00 00 00 00 00 ....."..........................
1da60 00 02 00 00 00 0c 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 ................................
1da80 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 31 10 00 9f 0f 04 00 00 00 .HMM.Tagging:.Pitfalls.1........
1daa0 01 00 00 00 00 00 a8 0f f8 00 00 00 4d 6f 6e 6f 6c 69 74 68 69 63 20 48 4d 4d 0d 52 65 6c 61 74 ............Monolithic.HMM.Relat
1dac0 69 76 65 6c 79 20 6f 70 61 71 75 65 20 74 6f 20 64 65 62 75 67 67 69 6e 67 20 73 74 72 61 74 65 ively.opaque.to.debugging.strate
1dae0 67 69 65 73 0d 44 69 66 66 69 63 75 6c 74 20 74 6f 20 6d 6f 64 75 6c 61 72 69 7a 65 0d 53 69 67 gies.Difficult.to.modularize.Sig
1db00 6e 69 66 69 63 61 6e 74 20 74 69 6d 65 2f 73 70 61 63 65 20 65 66 66 69 63 69 65 6e 63 79 20 63 nificant.time/space.efficiency.c
1db20 6f 6e 63 65 72 6e 73 0d 56 61 72 69 65 64 20 74 65 63 68 6e 69 71 75 65 73 20 66 6f 72 20 70 72 oncerns.Varied.techniques.for.pr
1db40 69 6f 72 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 73 0d 4e 75 6d 65 72 69 63 61 6c 20 53 74 ior.implementations.Numerical.St
1db60 61 62 69 6c 69 74 79 0d 56 65 72 79 20 73 6d 61 6c 6c 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 ability.Very.small.probabilities
1db80 20 6c 69 6b 65 6c 79 20 74 6f 20 75 6e 64 65 72 66 6c 6f 77 0d 4c 6f 67 20 6c 69 6b 65 6c 69 68 .likely.to.underflow.Log.likelih
1dba0 6f 6f 64 0d 00 00 a1 0f 60 00 00 00 0f 00 00 00 00 00 00 00 00 00 99 00 00 00 01 00 00 00 00 00 ood.....`.......................
1dbc0 14 00 00 00 00 00 00 00 00 00 3c 00 00 00 01 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 0f 00 ..........<.....................
1dbe0 00 00 00 00 00 00 99 00 00 00 00 00 00 00 14 00 00 00 00 04 00 00 00 04 3c 00 00 00 00 04 00 00 ........................<.......
1dc00 00 04 01 00 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 14 00 00 00 00 00 00 00 02 00 00 00 ................................
1dc20 0e 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 4d 4d 20 ............................HMM.
1dc40 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 Tagging:.Pitfalls.2.............
1dc60 00 a8 0f ec 00 00 00 53 74 61 74 65 20 72 6f 6c 65 20 69 64 65 6e 74 69 66 69 63 61 74 69 6f 6e .......State.role.identification
1dc80 0d 4c 65 78 69 63 6f 6e 20 67 69 76 69 6e 67 20 70 28 74 61 67 20 7c 20 77 6f 72 64 29 20 66 72 .Lexicon.giving.p(tag.|.word).fr
1dca0 6f 6d 20 73 75 70 65 72 76 69 73 65 64 20 63 6f 72 70 75 73 0d 55 6e 73 65 65 6e 20 77 6f 72 64 om.supervised.corpus.Unseen.word
1dcc0 73 0d 45 71 75 61 6c 6c 79 20 6c 69 6b 65 6c 79 20 74 61 67 73 20 66 6f 72 20 6d 75 6c 74 69 70 s.Equally.likely.tags.for.multip
1dce0 6c 65 20 73 74 61 74 65 73 0d 4c 6f 63 61 6c 20 6d 61 78 69 6d 61 0d 48 4d 4d 20 6e 6f 74 20 67 le.states.Local.maxima.HMM.not.g
1dd00 75 61 72 61 6e 74 65 65 64 20 74 6f 20 63 6f 6e 76 65 72 67 65 20 6f 6e 20 63 6f 72 72 65 63 74 uaranteed.to.converge.on.correct
1dd20 20 6d 6f 64 65 6c 0d 49 6e 69 74 69 61 6c 20 63 6f 6e 64 69 74 69 6f 6e 73 0d 52 61 6e 64 6f 6d .model.Initial.conditions.Random
1dd40 0d 54 72 61 69 6e 65 64 0d 44 65 67 65 6e 65 72 61 74 65 00 00 a1 0f 80 00 00 00 1a 00 00 00 00 .Trained.Degenerate.............
1dd60 00 00 00 00 00 69 00 00 00 01 00 00 00 00 00 0d 00 00 00 00 00 00 00 00 00 30 00 00 00 01 00 00 .....i...................0......
1dd80 00 00 00 13 00 00 00 00 00 00 00 00 00 1a 00 00 00 01 00 00 00 00 00 1a 00 00 00 00 00 02 00 1c ................................
1dda0 00 69 00 00 00 00 00 02 00 18 00 0d 00 00 00 00 04 02 00 00 04 1c 00 30 00 00 00 00 04 02 00 00 .i.....................0........
1ddc0 04 18 00 13 00 00 00 00 08 02 00 00 08 1c 00 1a 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 2c ...............................,
1dde0 00 00 00 29 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 5b 00 00 00 00 00 00 00 06 00 00 ...).................[..........
1de00 00 01 00 00 00 03 00 5e 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 13 00 00 00 00 00 00 00 02 .......^........................
1de20 00 00 00 0b 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 19 00 00 00 48 ...............................H
1de40 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 20 31 10 00 9f 0f 04 00 00 00 MM.Tagging:.Prior.Work.1........
1de60 01 00 00 00 00 00 a8 0f 12 01 00 00 43 75 74 74 69 6e 67 20 65 74 20 61 6c 2e 0d 45 6c 61 62 6f ............Cutting.et.al..Elabo
1de80 72 61 74 65 20 72 65 64 75 63 74 69 6f 6e 20 6f 66 20 63 6f 6d 70 6c 65 78 69 74 79 20 28 61 6d rate.reduction.of.complexity.(am
1dea0 62 69 67 75 69 74 79 20 63 6c 61 73 73 65 73 29 0d 49 6e 74 65 67 72 61 74 69 6f 6e 20 6f 66 20 biguity.classes).Integration.of.
1dec0 62 69 61 73 20 66 6f 72 20 74 75 6e 69 6e 67 20 28 6c 65 78 69 63 6f 6e 20 63 68 6f 69 63 65 2c bias.for.tuning.(lexicon.choice,
1dee0 20 69 6e 69 74 69 61 6c 20 46 42 20 76 61 6c 75 65 73 29 0d 46 69 78 65 64 2d 73 69 7a 65 20 74 .initial.FB.values).Fixed-size.t
1df00 65 78 74 20 63 68 75 6e 6b 73 2c 20 6d 6f 64 65 6c 20 61 76 65 72 61 67 69 6e 67 20 62 65 74 77 ext.chunks,.model.averaging.betw
1df20 65 65 6e 20 63 68 75 6e 6b 73 20 66 6f 72 20 66 69 6e 61 6c 20 6d 6f 64 65 6c 0d 35 30 30 2c 30 een.chunks.for.final.model.500,0
1df40 30 30 20 77 6f 72 64 73 20 6f 66 20 42 72 6f 77 6e 20 63 6f 72 70 75 73 3a 20 39 36 25 20 61 63 00.words.of.Brown.corpus:.96%.ac
1df60 63 75 72 61 74 65 20 61 66 74 65 72 20 65 69 67 68 74 20 69 74 65 72 61 74 69 6f 6e 73 0d 00 00 curate.after.eight.iterations...
1df80 a1 0f 26 00 00 00 0f 00 00 00 00 00 00 00 00 00 04 01 00 00 01 00 00 00 00 00 0f 00 00 00 00 00 ..&.............................
1dfa0 00 00 04 01 00 00 00 04 00 00 00 04 00 00 f3 03 14 00 00 00 15 00 00 00 00 00 00 00 02 00 00 00 ................................
1dfc0 0f 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 19 00 00 00 48 4d 4d 20 ............................HMM.
1dfe0 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 20 32 10 00 9f 0f 04 00 00 00 01 00 00 Tagging:.Prior.Work.2...........
1e000 00 00 00 a0 0f 3c 02 00 00 4d 00 65 00 72 00 69 00 61 00 6c 00 64 00 6f 00 0d 00 43 00 6f 00 6e .....<...M.e.r.i.a.l.d.o...C.o.n
1e020 00 74 00 72 00 61 00 73 00 74 00 65 00 64 00 20 00 63 00 6f 00 6d 00 70 00 75 00 74 00 65 00 64 .t.r.a.s.t.e.d...c.o.m.p.u.t.e.d
1e040 00 20 00 28 00 52 00 65 00 6c 00 61 00 74 00 69 00 76 00 65 00 20 00 46 00 72 00 65 00 71 00 75 ...(.R.e.l.a.t.i.v.e...F.r.e.q.u
1e060 00 65 00 6e 00 63 00 79 00 29 00 20 00 76 00 73 00 20 00 74 00 72 00 61 00 69 00 6e 00 65 00 64 .e.n.c.y.)...v.s...t.r.a.i.n.e.d
1e080 00 20 00 28 00 42 00 57 00 52 00 45 00 29 00 20 00 6d 00 6f 00 64 00 65 00 6c 00 73 00 0d 00 43 ...(.B.W.R.E.)...m.o.d.e.l.s...C
1e0a0 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 65 00 64 00 20 00 74 00 72 00 61 00 69 00 6e .o.n.s.t.r.a.i.n.e.d...t.r.a.i.n
1e0c0 00 69 00 6e 00 67 00 0d 00 4b 00 65 00 65 00 70 00 20 00 70 00 28 00 74 00 61 00 67 00 20 00 7c .i.n.g...K.e.e.p...p.(.t.a.g...|
1e0e0 00 20 00 77 00 6f 00 72 00 64 00 29 00 20 00 63 00 6f 00 6e 00 73 00 74 00 61 00 6e 00 74 00 20 ...w.o.r.d.)...c.o.n.s.t.a.n.t..
1e100 00 66 00 72 00 6f 00 6d 00 20 00 62 00 6f 00 6f 00 74 00 73 00 74 00 72 00 61 00 70 00 20 00 63 .f.r.o.m...b.o.o.t.s.t.r.a.p...c
1e120 00 6f 00 72 00 70 00 75 00 73 00 19 20 20 00 52 00 46 00 0d 00 4b 00 65 00 65 00 70 00 20 00 70 .o.r.p.u.s.....R.F...K.e.e.p...p
1e140 00 28 00 74 00 61 00 67 00 29 00 20 00 63 00 6f 00 6e 00 73 00 74 00 61 00 6e 00 74 00 20 00 66 .(.t.a.g.)...c.o.n.s.t.a.n.t...f
1e160 00 72 00 6f 00 6d 00 20 00 62 00 6f 00 6f 00 74 00 73 00 74 00 72 00 61 00 70 00 20 00 63 00 6f .r.o.m...b.o.o.t.s.t.r.a.p...c.o
1e180 00 72 00 70 00 75 00 73 00 19 20 20 00 52 00 46 00 0d 00 43 00 6f 00 6e 00 73 00 74 00 72 00 61 .r.p.u.s.....R.F...C.o.n.s.t.r.a
1e1a0 00 69 00 6e 00 74 00 73 00 20 00 61 00 6c 00 6c 00 6f 00 77 00 20 00 64 00 65 00 67 00 72 00 61 .i.n.t.s...a.l.l.o.w...d.e.g.r.a
1e1c0 00 64 00 61 00 74 00 69 00 6f 00 6e 00 2c 00 20 00 62 00 75 00 74 00 20 00 6d 00 6f 00 72 00 65 .d.a.t.i.o.n.,...b.u.t...m.o.r.e
1e1e0 00 20 00 73 00 6c 00 6f 00 77 00 6c 00 79 00 0d 00 43 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 ...s.l.o.w.l.y...C.o.n.s.t.r.a.i
1e200 00 6e 00 74 00 73 00 20 00 72 00 65 00 71 00 75 00 69 00 72 00 65 00 64 00 20 00 65 00 78 00 74 .n.t.s...r.e.q.u.i.r.e.d...e.x.t
1e220 00 65 00 6e 00 73 00 69 00 76 00 65 00 20 00 63 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 69 .e.n.s.i.v.e...c.a.l.c.u.l.a.t.i
1e240 00 6f 00 6e 00 00 00 a1 0f 56 00 00 00 09 00 00 00 00 00 00 10 00 00 5a 00 57 00 00 00 01 00 00 .o.n.....V.............Z.W......
1e260 10 00 00 5a 00 65 00 00 00 02 00 00 10 00 00 5a 00 5a 00 00 00 01 00 00 10 00 00 5a 00 09 00 00 ...Z.e.........Z.Z.........Z....
1e280 00 00 00 00 00 57 00 00 00 00 04 00 00 00 04 65 00 00 00 00 04 00 00 00 04 5a 00 00 00 00 04 00 .....W.........e.........Z......
1e2a0 00 00 04 00 00 aa 0f 48 00 00 00 08 00 00 00 01 00 00 00 03 00 2a 00 00 00 00 00 00 00 02 00 00 .......H.............*..........
1e2c0 00 01 00 00 00 03 00 31 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 31 00 00 00 00 00 00 .......1.................1......
1e2e0 00 05 00 00 00 01 00 00 00 03 00 7f 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 17 00 00 00 04 ................................
1e300 00 00 00 02 00 00 00 12 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 1d ................................
1e320 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 ...Constraints.and.HMM.Tagging.1
1e340 00 00 a1 0f 14 00 00 00 1e 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 00 28 00 10 00 9f 0f ..........................(.....
1e360 04 00 00 00 07 00 00 00 00 00 a8 0f 4c 00 00 00 45 6c 77 6f 72 74 68 79 3a 20 41 63 63 75 72 61 ............L...Elworthy:.Accura
1e380 63 79 20 6f 66 20 63 6c 61 73 73 69 63 20 74 72 61 69 6e 65 64 20 48 4d 4d 20 61 6c 77 61 79 73 cy.of.classic.trained.HMM.always
1e3a0 20 64 65 63 72 65 61 73 65 73 20 61 66 74 65 72 20 73 6f 6d 65 20 70 6f 69 6e 74 0d 00 00 a1 0f .decreases.after.some.point.....
1e3c0 14 00 00 00 4d 00 00 00 00 00 00 10 00 00 5a 00 4d 00 00 00 00 00 00 00 00 00 aa 0f 12 00 00 00 ....M.........Z.M...............
1e3e0 08 00 00 00 01 00 00 00 03 00 45 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 18 00 00 00 00 00 ..........E.....................
1e400 00 00 02 00 00 00 13 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 1d 00 ................................
1e420 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 00 ..Constraints.and.HMM.Tagging.1.
1e440 00 a1 0f 14 00 00 00 1e 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 00 28 00 10 00 9f 0f 04 .........................(......
1e460 00 00 00 01 00 00 00 00 00 a8 0f 50 00 00 00 54 61 67 67 69 6e 67 3a 20 41 6e 20 65 78 63 65 6c ...........P...Tagging:.An.excel
1e480 6c 65 6e 74 20 63 61 6e 64 69 64 61 74 65 20 66 6f 72 20 61 20 43 53 50 0d 4d 61 6e 79 20 64 65 lent.candidate.for.a.CSP.Many.de
1e4a0 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 6e 61 ef 76 65 20 63 61 73 65 0d 00 grees.of.freedom.in.na.ve.case..
1e4c0 00 a1 0f 26 00 00 00 2a 00 00 00 00 00 00 00 00 00 27 00 00 00 01 00 00 00 00 00 2a 00 00 00 00 ...&...*.........'.........*....
1e4e0 00 00 00 27 00 00 00 00 04 00 00 00 04 00 00 aa 0f 1a 00 00 00 4b 00 00 00 00 00 00 00 05 00 00 ...'.................K..........
1e500 00 01 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 16 00 00 00 00 00 00 00 02 ................................
1e520 00 00 00 10 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 10 00 00 00 72 ...............................r
1e540 65 4d 61 72 6b 65 72 3a 20 4d 65 74 68 6f 64 00 00 aa 0f 12 00 00 00 08 00 00 00 01 00 00 00 03 eMarker:.Method.................
1e560 00 09 00 00 00 00 00 00 00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 4e 00 00 00 72 65 4d .........................N...reM
1e580 61 72 6b 65 72 2c 20 61 6e 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 20 69 6e 20 4a 61 76 61 arker,.an.implementation.in.Java
1e5a0 20 6f 66 20 48 4d 4d 20 74 61 67 67 69 6e 67 0d 53 75 70 70 6f 72 74 20 66 6f 72 20 6d 75 6c 74 .of.HMM.tagging.Support.for.mult
1e5c0 69 70 6c 65 20 6d 6f 64 65 6c 73 00 00 aa 0f 12 00 00 00 08 00 00 00 01 00 00 00 03 00 47 00 00 iple.models..................G..
1e5e0 00 00 00 00 00 00 00 f3 03 14 00 00 00 0f 00 00 00 04 00 00 00 01 00 00 00 09 01 00 00 00 00 00 ................................
1e600 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 07 00 00 00 52 65 73 75 6c 74 73 00 00 f3 03 .....................Results....
1e620 14 00 00 00 19 00 00 00 00 00 00 00 02 00 00 00 11 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 ................................
1e640 00 00 00 00 00 00 a8 0f 0a 00 00 00 52 65 66 65 72 65 6e 63 65 73 10 00 9f 0f 04 00 00 00 01 00 ............References..........
1e660 00 00 00 00 a8 0f fe 02 00 00 41 20 54 75 74 6f 72 69 61 6c 20 6f 6e 20 48 69 64 64 65 6e 20 4d ..........A.Tutorial.on.Hidden.M
1e680 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 2e 20 52 61 6b 65 73 68 20 44 75 67 61 64 20 61 6e 64 20 55 arkov.Models..Rakesh.Dugad.and.U
1e6a0 2e 20 42 2e 20 44 65 73 61 69 2e 20 54 65 63 68 6e 69 63 61 6c 20 52 65 70 6f 72 74 2c 20 53 69 ..B..Desai..Technical.Report,.Si
1e6c0 67 6e 61 6c 20 50 72 6f 63 65 73 73 69 6e 67 20 61 6e 64 20 41 72 74 69 66 69 63 69 61 6c 20 4e gnal.Processing.and.Artificial.N
1e6e0 65 75 72 61 6c 20 4e 65 74 77 6f 72 6b 73 20 4c 61 62 6f 72 61 74 6f 72 79 2c 20 49 6e 64 69 61 eural.Networks.Laboratory,.India
1e700 6e 20 49 6e 73 74 69 74 75 74 65 20 6f 66 20 54 65 63 68 6e 6f 6c 6f 67 79 2c 20 53 50 41 4e 4e n.Institute.of.Technology,.SPANN
1e720 2d 39 36 2e 31 2e 0d 44 6f 65 73 20 42 61 75 6d 2d 57 65 6c 63 68 20 52 65 2d 65 73 74 69 6d 61 -96.1..Does.Baum-Welch.Re-estima
1e740 74 69 6f 6e 20 68 65 6c 70 20 74 61 67 67 65 72 73 3f 20 28 31 39 39 34 29 2e 20 44 61 76 69 64 tion.help.taggers?.(1994)..David
1e760 20 45 6c 77 6f 72 74 68 79 2e 20 50 72 6f 63 65 65 64 69 6e 67 73 20 6f 66 20 34 74 68 20 41 43 .Elworthy..Proceedings.of.4th.AC
1e780 4c 20 43 6f 6e 66 20 6f 6e 20 41 4e 4c 50 2c 20 53 74 75 74 74 67 61 72 74 2e 20 70 70 2e 20 35 L.Conf.on.ANLP,.Stuttgart..pp..5
1e7a0 33 2d 35 38 2e 0d 41 20 50 72 61 63 74 69 63 61 6c 20 50 61 72 74 2d 6f 66 2d 53 70 65 65 63 68 3-58..A.Practical.Part-of-Speech
1e7c0 20 54 61 67 67 65 72 20 28 31 39 39 32 29 2e 20 44 6f 75 67 20 43 75 74 74 69 6e 67 2c 20 4a 75 .Tagger.(1992)..Doug.Cutting,.Ju
1e7e0 6c 69 61 6e 20 4b 75 70 69 65 63 2c 20 4a 61 6e 20 50 65 64 65 72 73 65 6e 20 61 6e 64 20 50 65 lian.Kupiec,.Jan.Pedersen.and.Pe
1e800 6e 65 6c 6f 70 65 20 53 69 62 75 6e 2e 20 49 6e 20 50 72 6f 63 65 65 64 69 6e 67 73 20 6f 66 20 nelope.Sibun..In.Proceedings.of.
1e820 41 4e 4c 50 2d 39 32 2e 20 0d 54 61 67 67 69 6e 67 20 74 65 78 74 20 77 69 74 68 20 61 20 70 72 ANLP-92...Tagging.text.with.a.pr
1e840 6f 62 61 62 69 6c 69 73 74 69 63 20 6d 6f 64 65 6c 20 28 31 39 39 34 29 2e 20 42 65 72 6e 61 72 obabilistic.model.(1994)..Bernar
1e860 64 20 4d 65 72 69 61 6c 64 6f 2e 20 43 6f 6d 70 75 74 61 74 69 6f 6e 61 6c 20 4c 69 6e 67 75 69 d.Merialdo..Computational.Lingui
1e880 73 74 69 63 73 20 32 30 28 32 29 3a 31 35 35 2d 31 37 32 2e 20 0d 41 20 47 65 6e 74 6c 65 20 54 stics.20(2):155-172...A.Gentle.T
1e8a0 75 74 6f 72 69 61 6c 20 6f 6e 20 74 68 65 20 45 4d 20 41 6c 67 6f 72 69 74 68 6d 20 61 6e 64 20 utorial.on.the.EM.Algorithm.and.
1e8c0 69 74 73 20 41 70 70 6c 69 63 61 74 69 6f 6e 20 74 6f 20 50 61 72 61 6d 65 74 65 72 20 45 73 74 its.Application.to.Parameter.Est
1e8e0 69 6d 61 74 69 6f 6e 20 66 6f 72 20 47 61 75 73 73 69 61 6e 20 4d 69 78 74 75 72 65 20 61 6e 64 imation.for.Gaussian.Mixture.and
1e900 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 28 31 39 39 37 29 2e 20 4a 65 .Hidden.Markov.Models.(1997)..Je
1e920 66 66 20 41 2e 20 42 69 6c 6d 65 73 2c 20 54 65 63 68 6e 69 63 61 6c 20 52 65 70 6f 72 74 2c 20 ff.A..Bilmes,.Technical.Report,.
1e940 55 6e 69 76 65 72 73 69 74 79 20 6f 66 20 42 65 72 6b 65 6c 65 79 2c 20 49 43 53 49 2d 54 52 2d University.of.Berkeley,.ICSI-TR-
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20a40 08 83 01 00 00 00 08 86 41 00 00 00 00 bf 01 10 00 10 00 c0 01 01 00 00 08 c5 41 00 00 00 00 ff ........A.................A.....
20a60 01 08 00 08 00 01 02 02 00 00 08 40 00 1e f1 10 00 00 00 04 00 00 08 01 00 00 08 02 00 00 08 f7 ...........@....................
20a80 00 00 10 1f 00 f0 0f 1c 00 00 00 00 00 f3 03 14 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 ................................
20aa0 00 00 80 00 00 00 00 0f 00 d0 07 b9 01 00 00 1f 00 14 04 1c 00 00 00 00 00 15 04 14 00 00 00 ba ................................
20ac0 93 b0 f6 00 ca 9a 3b ad 07 94 c7 00 ca 9a 3b 01 01 00 00 0f 00 fa 03 67 00 00 00 00 00 fe 03 03 ......;.......;........g........
20ae0 00 00 00 00 01 00 00 00 fd 03 34 00 00 00 42 00 00 00 64 00 00 00 42 00 00 00 64 00 00 00 08 00 ..........4...B...d...B...d.....
20b00 00 00 00 00 00 00 04 a6 12 00 3a 41 09 30 00 00 00 00 00 00 00 00 88 ff ff ff bc fe ff ff 01 00 ..........:A.0..................
20b20 12 00 70 00 fb 03 08 00 00 00 00 00 00 00 70 08 00 00 70 00 fb 03 08 00 00 00 01 00 00 00 40 0b ..p...........p...p...........@.
20b40 00 00 1f 00 13 04 3c 00 00 00 00 00 fd 03 34 00 00 00 64 00 00 00 64 00 00 00 64 00 00 00 64 00 ......<.......4...d...d...d...d.
20b60 00 00 30 a6 12 00 ea 24 09 30 6c a7 12 00 40 9f ee 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ..0....$.0l...@.................
20b80 00 00 00 01 12 00 1f 00 ff 03 14 00 00 00 02 00 00 04 0c 00 00 00 00 00 00 00 00 00 00 00 02 00 ................................
20ba0 00 00 0f 00 88 13 be 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 ..............0..........._._._.
20bc0 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 0d 04 08 00 00 00 00 c0 00 00 00 c0 P.P.T.1.0.......................
20be0 00 00 0f 00 8a 13 7e 00 00 00 00 00 ba 0f 0e 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 39 00 ......~..........._._._.P.P.T.9.
20c00 00 00 8b 13 60 00 00 00 0f 00 ae 0f 58 00 00 00 10 00 af 0f 08 00 00 00 0d 01 00 00 01 00 00 00 ....`.......X...................
20c20 00 00 ac 0f 14 00 00 00 00 00 80 03 ff ff 01 00 03 00 01 00 00 00 00 00 00 00 00 00 10 00 af 0f ................................
20c40 08 00 00 00 11 01 00 00 01 00 00 00 00 00 ac 0f 14 00 00 00 00 00 80 03 ff ff 01 00 03 00 01 00 ................................
20c60 00 00 00 00 00 00 00 00 0f 00 f0 0f 9a 39 00 00 00 00 f3 03 14 00 00 00 03 00 00 00 00 00 00 00 .............9..................
20c80 02 00 00 00 00 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 06 00 00 00 00 00 a8 0f 21 00 00 00 ............................!...
20ca0 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c Tagging.with.Hidden.Markov.Model
20cc0 73 10 00 9f 0f 04 00 00 00 05 00 00 00 00 00 a8 0f 3c 00 00 00 43 4d 50 54 20 38 38 32 20 46 69 s................<...CMPT.882.Fi
20ce0 6e 61 6c 20 50 72 6f 6a 65 63 74 0d 43 68 72 69 73 20 44 65 6d 77 65 6c 6c 0d 53 69 6d 6f 6e 20 nal.Project.Chris.Demwell.Simon.
20d00 46 72 61 73 65 72 20 55 6e 69 76 65 72 73 69 74 79 00 00 aa 0f 1a 00 00 00 1d 00 00 00 00 00 00 Fraser.University...............
20d20 00 07 00 00 00 01 00 00 00 03 00 19 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 04 00 00 00 00 ................................
20d40 00 00 00 02 00 00 00 01 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 10 ................................
20d60 00 00 00 54 68 65 20 54 61 67 67 69 6e 67 20 54 61 73 6b 10 00 9f 0f 04 00 00 00 01 00 00 00 00 ...The.Tagging.Task.............
20d80 00 a8 0f ab 00 00 00 49 64 65 6e 74 69 66 69 63 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 70 61 72 .......Identification.of.the.par
20da0 74 20 6f 66 20 73 70 65 65 63 68 20 6f 66 20 65 61 63 68 20 77 6f 72 64 20 6f 66 20 61 20 63 6f t.of.speech.of.each.word.of.a.co
20dc0 72 70 75 73 0d 0d 53 75 70 65 72 76 69 73 65 64 3a 20 54 72 61 69 6e 69 6e 67 20 63 6f 72 70 75 rpus..Supervised:.Training.corpu
20de0 73 20 70 72 6f 76 69 64 65 64 20 63 6f 6e 73 69 73 74 69 6e 67 20 6f 66 20 63 6f 72 72 65 63 74 s.provided.consisting.of.correct
20e00 6c 79 20 74 61 67 67 65 64 20 74 65 78 74 0d 0d 55 6e 73 75 70 65 72 76 69 73 65 64 3a 20 55 73 ly.tagged.text..Unsupervised:.Us
20e20 65 73 20 6f 6e 6c 79 20 70 6c 61 69 6e 20 74 65 78 74 00 00 f3 03 14 00 00 00 06 00 00 00 04 00 es.only.plain.text..............
20e40 00 00 02 00 00 00 04 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 ................................
20e60 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 31 10 00 9f 0f 04 00 00 00 ..Hidden.Markov.Models.1........
20e80 01 00 00 00 00 00 a8 0f 52 00 00 00 4f 62 73 65 72 76 61 62 6c 65 20 73 74 61 74 65 73 20 28 63 ........R...Observable.states.(c
20ea0 6f 72 70 75 73 20 74 65 78 74 29 20 67 65 6e 65 72 61 74 65 64 20 62 79 20 68 69 64 64 65 6e 20 orpus.text).generated.by.hidden.
20ec0 73 74 61 74 65 73 20 28 74 61 67 73 29 0d 47 65 6e 65 72 61 74 69 76 65 20 6d 6f 64 65 6c 00 00 states.(tags).Generative.model..
20ee0 f3 03 14 00 00 00 07 00 00 00 00 00 00 00 02 00 00 00 03 01 00 00 00 00 00 00 00 00 9f 0f 04 00 ................................
20f00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 ..............Hidden.Markov.Mode
20f20 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 32 02 00 00 4d 00 6f 00 64 00 65 00 ls.2................2...M.o.d.e.
20f40 6c 00 3a 00 20 00 bb 03 20 00 3d 00 20 00 7b 00 41 00 2c 00 20 00 42 00 2c 00 20 00 c0 03 7d 00 l.:.......=...{.A.,...B.,.....}.
20f60 0d 00 41 00 3a 00 20 00 53 00 74 00 61 00 74 00 65 00 20 00 74 00 72 00 61 00 6e 00 73 00 69 00 ..A.:...S.t.a.t.e...t.r.a.n.s.i.
20f80 74 00 69 00 6f 00 6e 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 t.i.o.n...p.r.o.b.a.b.i.l.i.t.y.
20fa0 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 61 00 69 00 2c 00 6a 00 20 00 3d 00 20 00 70 00 ..m.a.t.r.i.x...a.i.,.j...=...p.
20fc0 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 63 00 68 00 r.o.b.a.b.i.l.i.t.y...o.f...c.h.
20fe0 61 00 6e 00 67 00 69 00 6e 00 67 00 20 00 66 00 72 00 6f 00 6d 00 20 00 73 00 74 00 61 00 74 00 a.n.g.i.n.g...f.r.o.m...s.t.a.t.
21000 65 00 20 00 69 00 20 00 74 00 6f 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 6a 00 0d 00 42 00 e...i...t.o...s.t.a.t.e...j...B.
21020 3a 00 20 00 45 00 6d 00 69 00 73 00 73 00 69 00 6f 00 6e 00 20 00 70 00 72 00 6f 00 62 00 61 00 :...E.m.i.s.s.i.o.n...p.r.o.b.a.
21040 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 62 00 6a 00 b.i.l.i.t.y...m.a.t.r.i.x...b.j.
21060 2c 00 6b 00 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 ,.k...=...p.r.o.b.a.b.i.l.i.t.y.
21080 20 00 74 00 68 00 61 00 74 00 20 00 77 00 6f 00 72 00 64 00 20 00 61 00 74 00 20 00 6c 00 6f 00 ..t.h.a.t...w.o.r.d...a.t...l.o.
210a0 63 00 61 00 74 00 69 00 6f 00 6e 00 20 00 6b 00 20 00 69 00 73 00 20 00 61 00 73 00 73 00 6f 00 c.a.t.i.o.n...k...i.s...a.s.s.o.
210c0 63 00 69 00 61 00 74 00 65 00 64 00 20 00 77 00 69 00 74 00 68 00 20 00 74 00 61 00 67 00 20 00 c.i.a.t.e.d...w.i.t.h...t.a.g...
210e0 6a 00 0d 00 c0 03 3a 00 20 00 49 00 6e 00 74 00 69 00 61 00 6c 00 20 00 73 00 74 00 61 00 74 00 j.....:...I.n.t.i.a.l...s.t.a.t.
21100 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 0d 00 c0 03 69 00 e...p.r.o.b.a.b.i.l.i.t.y.....i.
21120 20 00 3d 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 ..=...p.r.o.b.a.b.i.l.i.t.y...o.
21140 66 00 20 00 73 00 74 00 61 00 72 00 74 00 69 00 6e 00 67 00 20 00 69 00 6e 00 20 00 73 00 74 00 f...s.t.a.r.t.i.n.g...i.n...s.t.
21160 61 00 74 00 65 00 20 00 69 00 00 00 a1 0f 38 01 00 00 3c 00 00 00 00 00 00 10 00 00 5a 00 37 00 a.t.e...i.....8...<.........Z.7.
21180 00 00 01 00 00 10 00 00 5a 00 1f 00 00 00 00 00 00 10 00 00 5a 00 44 00 00 00 01 00 00 10 00 00 ........Z...........Z.D.........
211a0 5a 00 1c 00 00 00 00 00 00 10 00 00 5a 00 28 00 00 00 01 00 00 10 00 00 5a 00 07 00 00 00 00 00 Z...........Z.(.........Z.......
211c0 00 00 01 00 00 00 00 04 20 00 00 04 00 00 0a 00 00 00 00 08 00 00 00 08 2a 00 00 00 00 0c 20 00 ........................*.......
211e0 00 0c 00 00 01 00 00 00 00 0c 20 00 00 0c 00 00 03 00 00 00 00 0c 28 00 00 0c 00 00 e7 ff 31 00 ......................(.......1.
21200 00 00 00 0c 20 00 00 0c 00 00 02 00 00 00 02 0c 20 00 02 0c 00 00 1f 00 00 00 00 10 20 00 00 10 ................................
21220 00 00 01 00 00 00 00 10 20 00 00 10 00 00 03 00 00 00 00 10 28 00 00 10 00 00 e7 ff 25 00 00 00 ....................(.......%...
21240 00 10 20 00 00 10 00 00 01 00 00 00 02 10 20 00 02 10 00 00 18 00 00 00 00 10 20 00 00 10 00 00 ................................
21260 02 00 00 00 02 10 20 00 02 10 00 00 1c 00 00 00 00 14 20 00 00 14 00 00 01 00 00 00 00 18 20 00 ................................
21280 00 18 00 00 01 00 00 00 00 18 28 00 00 18 00 00 e7 ff 24 00 00 00 00 18 20 00 00 18 00 00 02 00 ..........(.......$.............
212a0 00 00 02 18 20 00 02 18 00 00 00 00 aa 0f a4 00 00 00 07 00 00 00 00 00 00 00 01 00 00 00 07 00 ................................
212c0 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 29 00 ..............................).
212e0 00 00 00 00 00 00 04 00 00 00 01 00 00 00 03 00 52 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 ................R...............
21300 03 00 40 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 02 00 00 00 00 00 00 00 ..@.............................
21320 06 00 00 00 01 00 00 00 03 00 13 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
21340 26 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 0c 00 &...............................
21360 00 00 00 00 00 00 02 00 00 00 07 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 ................................
21380 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 33 10 00 9f 0f ......Hidden.Markov.Models.3....
213a0 04 00 00 00 01 00 00 00 00 00 a0 0f 44 03 00 00 54 00 65 00 72 00 6d 00 73 00 20 00 69 00 6e 00 ............D...T.e.r.m.s...i.n.
213c0 20 00 74 00 68 00 69 00 73 00 20 00 70 00 72 00 65 00 73 00 65 00 6e 00 74 00 61 00 74 00 69 00 ..t.h.i.s...p.r.e.s.e.n.t.a.t.i.
213e0 6f 00 6e 00 0d 00 0d 00 4e 00 3a 00 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 o.n.....N.:...N.u.m.b.e.r...o.f.
21400 20 00 68 00 69 00 64 00 64 00 65 00 6e 00 20 00 73 00 74 00 61 00 74 00 65 00 73 00 20 00 69 00 ..h.i.d.d.e.n...s.t.a.t.e.s...i.
21420 6e 00 20 00 65 00 61 00 63 00 68 00 20 00 63 00 6f 00 6c 00 75 00 6d 00 6e 00 20 00 28 00 64 00 n...e.a.c.h...c.o.l.u.m.n...(.d.
21440 69 00 73 00 74 00 69 00 6e 00 63 00 74 00 20 00 74 00 61 00 67 00 73 00 29 00 0d 00 54 00 3a 00 i.s.t.i.n.c.t...t.a.g.s.)...T.:.
21460 20 00 4e 00 75 00 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 20 00 63 00 6f 00 6c 00 75 00 6d 00 ..N.u.m.b.e.r...o.f...c.o.l.u.m.
21480 6e 00 73 00 20 00 69 00 6e 00 20 00 74 00 72 00 65 00 6c 00 6c 00 69 00 73 00 20 00 28 00 74 00 n.s...i.n...t.r.e.l.l.i.s...(.t.
214a0 69 00 6d 00 65 00 20 00 74 00 69 00 63 00 6b 00 73 00 29 00 0d 00 4d 00 3a 00 20 00 4e 00 75 00 i.m.e...t.i.c.k.s.)...M.:...N.u.
214c0 6d 00 62 00 65 00 72 00 20 00 6f 00 66 00 20 00 73 00 79 00 6d 00 62 00 6f 00 6c 00 73 00 20 00 m.b.e.r...o.f...s.y.m.b.o.l.s...
214e0 28 00 64 00 69 00 73 00 74 00 69 00 6e 00 63 00 74 00 20 00 77 00 6f 00 72 00 64 00 73 00 29 00 (.d.i.s.t.i.n.c.t...w.o.r.d.s.).
21500 0d 00 4f 00 3a 00 20 00 54 00 68 00 65 00 20 00 6f 00 62 00 73 00 65 00 72 00 76 00 61 00 74 00 ..O.:...T.h.e...o.b.s.e.r.v.a.t.
21520 69 00 6f 00 6e 00 20 00 28 00 74 00 68 00 65 00 20 00 75 00 6e 00 74 00 61 00 67 00 67 00 65 00 i.o.n...(.t.h.e...u.n.t.a.g.g.e.
21540 64 00 20 00 74 00 65 00 78 00 74 00 29 00 0d 00 62 00 6a 00 28 00 74 00 29 00 3a 00 20 00 54 00 d...t.e.x.t.)...b.j.(.t.).:...T.
21560 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f 00 h.e...p.r.o.b.a.b.i.l.i.t.y...o.
21580 66 00 20 00 65 00 6d 00 69 00 74 00 74 00 69 00 6e 00 67 00 20 00 74 00 68 00 65 00 20 00 73 00 f...e.m.i.t.t.i.n.g...t.h.e...s.
215a0 79 00 6d 00 62 00 6f 00 6c 00 20 00 66 00 6f 00 75 00 6e 00 64 00 20 00 61 00 74 00 20 00 74 00 y.m.b.o.l...f.o.u.n.d...a.t...t.
215c0 69 00 63 00 6b 00 20 00 74 00 2c 00 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 73 00 74 00 61 00 i.c.k...t.,...g.i.v.e.n...s.t.a.
215e0 74 00 65 00 20 00 6a 00 0d 00 b1 03 74 00 2c 00 6a 00 20 00 61 00 6e 00 64 00 20 00 b2 03 74 00 t.e...j.....t.,.j...a.n.d.....t.
21600 2c 00 6a 00 20 00 3a 00 20 00 54 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 ,.j...:...T.h.e...p.r.o.b.a.b.i.
21620 6c 00 69 00 74 00 79 00 20 00 6f 00 66 00 20 00 61 00 72 00 72 00 69 00 76 00 69 00 6e 00 67 00 l.i.t.y...o.f...a.r.r.i.v.i.n.g.
21640 20 00 61 00 74 00 20 00 73 00 74 00 61 00 74 00 65 00 20 00 69 00 20 00 69 00 6e 00 20 00 74 00 ..a.t...s.t.a.t.e...i...i.n...t.
21660 69 00 6d 00 65 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 2c 00 20 00 67 00 69 00 76 00 65 00 i.m.e...t.i.c.k...t.,...g.i.v.e.
21680 6e 00 20 00 74 00 68 00 65 00 20 00 6f 00 62 00 73 00 65 00 72 00 76 00 61 00 74 00 69 00 6f 00 n...t.h.e...o.b.s.e.r.v.a.t.i.o.
216a0 6e 00 20 00 62 00 65 00 66 00 6f 00 72 00 65 00 20 00 61 00 6e 00 64 00 20 00 61 00 66 00 74 00 n...b.e.f.o.r.e...a.n.d...a.f.t.
216c0 65 00 72 00 20 00 74 00 69 00 63 00 6b 00 20 00 74 00 20 00 28 00 72 00 65 00 73 00 70 00 65 00 e.r...t.i.c.k...t...(.r.e.s.p.e.
216e0 63 00 74 00 69 00 76 00 65 00 6c 00 79 00 29 00 0d 00 0d 00 00 00 a1 0f 9e 00 00 00 1c 00 00 00 c.t.i.v.e.l.y.).................
21700 00 00 00 10 00 00 50 00 87 01 00 00 01 00 00 10 00 00 50 00 1c 00 00 00 00 00 02 00 1c 00 b5 00 ......P...........P.............
21720 00 00 00 04 02 00 00 04 18 00 01 00 00 00 00 04 0a 00 00 04 18 00 e7 ff 4b 00 00 00 00 04 02 00 ........................K.......
21740 00 04 18 00 01 00 00 00 00 08 22 00 00 08 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 ..........".............*.......
21760 e7 ff 06 00 00 00 00 08 22 00 00 08 00 00 18 00 03 00 00 00 00 08 2a 00 00 08 00 00 18 00 e7 ff ........".............*.........
21780 78 00 00 00 00 08 22 00 00 08 00 00 18 00 01 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 7e 00 x.....".......................~.
217a0 00 00 d0 00 00 00 00 00 00 00 04 00 00 00 01 00 00 00 03 00 49 00 00 00 00 00 00 00 01 00 00 00 ....................I...........
217c0 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 05 00 00 00 00 00 00 00 01 00 00 00 ................................
217e0 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 01 00 00 00 07 00 00 00 00 00 08 04 ................................
21800 00 00 76 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 ..v.............................
21820 00 00 f3 03 14 00 00 00 08 00 00 00 04 00 00 00 02 00 00 00 05 01 00 00 00 00 00 00 00 00 9f 0f ................................
21840 04 00 00 00 00 00 00 00 00 00 a8 0f 16 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f ................Hidden.Markov.Mo
21860 64 65 6c 73 20 34 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 76 00 00 00 41 00 20 00 69 00 dels.4................v...A...i.
21880 73 00 20 00 61 00 20 00 4e 00 78 00 4e 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 0d 00 42 00 s...a...N.x.N...m.a.t.r.i.x...B.
218a0 20 00 69 00 73 00 20 00 61 00 20 00 4e 00 78 00 54 00 20 00 6d 00 61 00 74 00 72 00 69 00 78 00 ..i.s...a...N.x.T...m.a.t.r.i.x.
218c0 0d 00 c0 03 20 00 69 00 73 00 20 00 61 00 20 00 76 00 65 00 63 00 74 00 6f 00 72 00 20 00 6f 00 ......i.s...a...v.e.c.t.o.r...o.
218e0 66 00 20 00 73 00 69 00 7a 00 65 00 20 00 4e 00 00 00 a1 0f 1e 00 00 00 3c 00 00 00 00 00 00 00 f...s.i.z.e...N.........<.......
21900 00 00 24 00 00 00 00 00 00 00 18 00 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f 50 00 00 00 07 00 ..$.......................P.....
21920 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 ................................
21940 03 00 08 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 16 00 00 00 00 00 00 00 ................................
21960 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 0a 00 00 00 04 00 00 00 02 00 ................................
21980 00 00 06 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 11 00 00 00 46 6f ..............................Fo
219a0 72 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a0 0f 4e rward.Algorithm................N
219c0 01 00 00 55 00 73 00 65 00 64 00 20 00 66 00 6f 00 72 00 20 00 63 00 61 00 6c 00 63 00 75 00 6c ...U.s.e.d...f.o.r...c.a.l.c.u.l
219e0 00 61 00 74 00 69 00 6e 00 67 00 20 00 4c 00 69 00 6b 00 65 00 6c 00 69 00 68 00 6f 00 6f 00 64 .a.t.i.n.g...L.i.k.e.l.i.h.o.o.d
21a00 00 20 00 71 00 75 00 69 00 63 00 6b 00 6c 00 79 00 0d 00 b1 03 74 00 2c 00 69 00 3a 00 20 00 54 ...q.u.i.c.k.l.y.....t.,.i.:...T
21a20 00 68 00 65 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 79 00 20 00 6f .h.e...p.r.o.b.a.b.i.l.i.t.y...o
21a40 00 66 00 20 00 61 00 72 00 72 00 69 00 76 00 69 00 6e 00 67 00 20 00 61 00 74 00 20 00 74 00 72 .f...a.r.r.i.v.i.n.g...a.t...t.r
21a60 00 65 00 6c 00 6c 00 69 00 73 00 20 00 6e 00 6f 00 64 00 65 00 20 00 28 00 74 00 2c 00 6a 00 29 .e.l.l.i.s...n.o.d.e...(.t.,.j.)
21a80 00 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 20 00 6f 00 62 00 73 00 65 00 72 ...g.i.v.e.n...t.h.e...o.b.s.e.r
21aa0 00 76 00 61 00 74 00 69 00 6f 00 6e 00 20 00 73 00 65 00 65 00 6e 00 20 00 1c 20 73 00 6f 00 20 .v.a.t.i.o.n...s.e.e.n.....s.o..
21ac0 00 66 00 61 00 72 00 1d 20 2e 00 0d 00 49 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a 00 61 .f.a.r.......I.n.i.t.i.a.l.i.z.a
21ae0 00 74 00 69 00 6f 00 6e 00 0d 00 b1 03 31 00 2c 00 69 00 20 00 3d 00 20 00 c0 03 69 00 0d 00 49 .t.i.o.n.....1.,.i...=.....i...I
21b00 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f 00 6e 00 00 00 a1 0f 9a 00 00 00 94 00 00 00 00 00 00 .n.d.u.c.t.i.o.n................
21b20 00 00 00 0a 00 00 00 01 00 00 00 00 00 0a 00 00 00 00 00 00 00 00 00 28 00 00 00 00 00 02 00 18 .......................(........
21b40 00 01 00 00 00 00 04 22 00 00 04 00 00 18 00 03 00 00 00 00 04 2a 00 00 04 00 00 18 00 e7 ff 68 .......".............*.........h
21b60 00 00 00 00 08 02 00 00 08 18 00 01 00 00 00 00 0c 22 00 00 0c 00 00 14 00 03 00 00 00 00 0c 2a .................".............*
21b80 00 00 0c 00 00 14 00 e7 ff 04 00 00 00 00 0c 22 00 00 0c 00 00 14 00 02 00 00 00 00 0c 2a 00 00 ...............".............*..
21ba0 0c 00 00 14 00 e7 ff 0a 00 00 00 00 10 02 00 00 10 18 00 00 00 aa 0f 7c 00 00 00 28 00 00 00 00 .......................|...(....
21bc0 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 2f 00 00 00 00 .........................../....
21be0 00 00 00 03 00 00 00 01 00 00 00 03 00 36 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 .............6..................
21c00 04 00 00 06 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 ................................
21c20 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 0d ................................
21c40 00 00 00 04 00 00 00 02 00 00 00 08 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 ................................
21c60 00 a8 0f 12 00 00 00 42 61 63 6b 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 10 00 9f 0f 04 00 00 .......Backward.Algorithm.......
21c80 00 07 00 00 00 00 00 a0 0f 98 00 00 00 53 00 79 00 6d 00 6d 00 65 00 74 00 72 00 69 00 63 00 61 .............S.y.m.m.e.t.r.i.c.a
21ca0 00 6c 00 20 00 74 00 6f 00 20 00 46 00 6f 00 72 00 77 00 61 00 72 00 64 00 20 00 41 00 6c 00 67 .l...t.o...F.o.r.w.a.r.d...A.l.g
21cc0 00 6f 00 72 00 69 00 74 00 68 00 6d 00 0d 00 49 00 6e 00 69 00 74 00 69 00 61 00 6c 00 69 00 7a .o.r.i.t.h.m...I.n.i.t.i.a.l.i.z
21ce0 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 b2 03 54 00 2c 00 69 00 20 00 3d 00 31 00 20 00 66 00 6f .a.t.i.o.n.....T.,.i...=.1...f.o
21d00 00 72 00 20 00 61 00 6c 00 6c 00 20 00 49 00 0d 00 49 00 6e 00 64 00 75 00 63 00 74 00 69 00 6f .r...a.l.l...I...I.n.d.u.c.t.i.o
21d20 00 6e 00 3a 00 00 00 a1 0f 5c 00 00 00 30 00 00 00 00 00 00 00 00 00 12 00 00 00 01 00 00 00 00 .n.:.....\...0..................
21d40 00 0b 00 00 00 00 00 00 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 00 00 01 00 01 00 03 00 00 ...........0....................
21d60 00 00 00 09 00 01 00 e7 ff 0c 00 00 00 00 00 01 00 01 00 02 00 00 00 02 00 01 00 02 00 01 00 0b ................................
21d80 00 00 00 00 00 01 00 01 00 00 00 aa 0f 36 00 00 00 30 00 00 00 00 00 00 00 01 00 00 00 07 00 00 .............6...0..............
21da0 00 00 00 08 04 00 00 03 00 00 00 01 00 00 00 03 00 18 00 00 00 00 00 00 00 01 00 00 00 07 00 00 ................................
21dc0 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 10 00 00 00 00 00 00 00 02 00 00 00 0a 01 00 00 00 ................................
21de0 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 18 00 00 00 42 61 75 6d 2d 57 65 6c 63 .......................Baum-Welc
21e00 68 20 52 65 2d 65 73 74 69 6d 61 74 69 6f 6e 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 6a h.Re-estimation................j
21e20 01 00 00 0d 00 43 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 74 00 77 00 6f 00 20 .....C.a.l.c.u.l.a.t.e...t.w.o..
21e40 00 6e 00 65 00 77 00 20 00 6d 00 61 00 74 00 72 00 69 00 63 00 65 00 73 00 20 00 6f 00 66 00 20 .n.e.w...m.a.t.r.i.c.e.s...o.f..
21e60 00 69 00 6e 00 74 00 65 00 72 00 6d 00 65 00 64 00 69 00 61 00 74 00 65 00 20 00 70 00 72 00 6f .i.n.t.e.r.m.e.d.i.a.t.e...p.r.o
21e80 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 20 00 b4 03 2c 00 b3 03 0d 00 43 .b.a.b.i.l.i.t.i.e.s.....,.....C
21ea0 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 6e 00 65 00 77 00 20 00 41 00 2c 00 20 .a.l.c.u.l.a.t.e...n.e.w...A.,..
21ec0 00 42 00 2c 00 20 00 c0 03 20 00 67 00 69 00 76 00 65 00 6e 00 20 00 74 00 68 00 65 00 73 00 65 .B.,.......g.i.v.e.n...t.h.e.s.e
21ee0 00 20 00 70 00 72 00 6f 00 62 00 61 00 62 00 69 00 6c 00 69 00 74 00 69 00 65 00 73 00 0d 00 52 ...p.r.o.b.a.b.i.l.i.t.i.e.s...R
21f00 00 65 00 63 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 65 00 20 00 b1 03 20 00 61 00 6e 00 64 .e.c.a.l.c.u.l.a.t.e.......a.n.d
21f20 00 20 00 b2 03 2c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 00 bb 03 29 00 0d 00 52 00 65 00 70 .....,...p.(.O...|.....)...R.e.p
21f40 00 65 00 61 00 74 00 20 00 75 00 6e 00 74 00 69 00 6c 00 20 00 70 00 28 00 4f 00 20 00 7c 00 20 .e.a.t...u.n.t.i.l...p.(.O...|..
21f60 00 bb 03 29 00 20 00 64 00 6f 00 65 00 73 00 6e 00 19 20 74 00 20 00 63 00 68 00 61 00 6e 00 67 ...)...d.o.e.s.n...t...c.h.a.n.g
21f80 00 65 00 20 00 6d 00 75 00 63 00 68 00 00 00 a1 0f 1e 00 00 00 b6 00 00 00 00 00 00 00 00 00 3a .e...m.u.c.h...................:
21fa0 00 00 00 00 00 00 00 7c 00 00 00 00 04 20 00 00 04 00 00 00 00 aa 0f d4 00 00 00 3a 00 00 00 00 .......|...................:....
21fc0 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 01 00 00 00 00 00 00 00 01 00 00 00 07 00 00 ................................
21fe0 00 00 00 08 04 00 00 15 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 27 00 00 .............................'..
22000 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 05 00 00 00 00 00 00 00 01 00 00 00 07 ................................
22020 00 00 00 00 00 08 04 00 00 02 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 03 00 00 00 00 ................................
22040 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 0f 00 00 00 00 00 00 00 03 00 00 00 01 00 00 ................................
22060 00 03 00 03 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 15 00 00 00 00 00 00 ................................
22080 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 00 00 05 00 00 00 00 00 00 00 02 ................................
220a0 00 00 00 02 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 ...............................H
220c0 4d 4d 20 54 61 67 67 69 6e 67 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f a4 00 00 00 MM.Tagging.1....................
220e0 54 72 61 69 6e 69 6e 67 20 4d 65 74 68 6f 64 0d 53 75 70 65 72 76 69 73 65 64 0d 52 65 6c 61 74 Training.Method.Supervised.Relat
22100 69 76 65 20 46 72 65 71 75 65 6e 63 79 0d 52 65 6c 61 74 69 76 65 20 46 72 65 71 75 65 6e 63 79 ive.Frequency.Relative.Frequency
22120 20 77 69 74 68 20 66 75 72 74 68 65 72 20 4d 61 78 69 6d 75 6d 20 4c 69 6b 65 6c 69 68 6f 6f 64 .with.further.Maximum.Likelihood
22140 20 74 72 61 69 6e 69 6e 67 0d 55 6e 73 75 70 65 72 76 69 73 65 64 0d 4d 61 78 69 6d 75 6d 20 4c .training.Unsupervised.Maximum.L
22160 69 6b 65 6c 69 68 6f 6f 64 20 74 72 61 69 6e 69 6e 67 20 77 69 74 68 20 72 61 6e 64 6f 6d 20 73 ikelihood.training.with.random.s
22180 74 61 72 74 00 00 a1 0f 62 00 00 00 10 00 00 00 00 00 00 00 00 00 0b 00 00 00 01 00 00 00 00 00 tart....b.......................
221a0 4f 00 00 00 02 00 00 00 00 00 0d 00 00 00 01 00 00 00 00 00 2e 00 00 00 02 00 00 00 00 00 10 00 O...............................
221c0 00 00 00 00 00 00 0b 00 00 00 00 04 00 00 00 04 4f 00 00 00 00 04 00 00 00 04 0d 00 00 00 00 08 ................O...............
221e0 00 00 00 08 2e 00 00 00 00 0c 00 00 00 0c 00 00 f3 03 14 00 00 00 11 00 00 00 00 00 00 00 02 00 ................................
22200 00 00 0d 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0d 00 00 00 48 4d ..............................HM
22220 4d 20 54 61 67 67 69 6e 67 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f be 00 00 00 52 M.Tagging.2....................R
22240 65 61 64 20 63 6f 72 70 75 73 2c 20 74 61 6b 65 20 63 6f 75 6e 74 73 20 61 6e 64 20 6d 61 6b 65 ead.corpus,.take.counts.and.make
22260 20 74 72 61 6e 73 6c 61 74 69 6f 6e 20 74 61 62 6c 65 73 0d 54 72 61 69 6e 20 48 4d 4d 20 75 73 .translation.tables.Train.HMM.us
22280 69 6e 67 20 42 57 20 6f 72 20 63 6f 6d 70 75 74 65 20 48 4d 4d 20 75 73 69 6e 67 20 52 46 0d 43 ing.BW.or.compute.HMM.using.RF.C
222a0 6f 6d 70 75 74 65 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 68 69 64 64 65 6e 20 73 74 61 74 65 20 ompute.most.likely.hidden.state.
222c0 73 65 71 75 65 6e 63 65 0d 44 65 74 65 72 6d 69 6e 65 20 50 4f 53 20 72 6f 6c 65 20 74 68 61 74 sequence.Determine.POS.role.that
222e0 20 65 61 63 68 20 73 74 61 74 65 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 70 6c 61 79 73 00 00 a1 .each.state.most.likely.plays...
22300 0f 18 00 00 00 bf 00 00 00 00 00 92 00 00 00 01 00 22 20 00 00 bf 00 00 00 00 00 00 00 00 00 f3 ................."..............
22320 03 14 00 00 00 12 00 00 00 00 00 00 00 02 00 00 00 0c 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 ................................
22340 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 69 74 66 61 6c .............HMM.Tagging:.Pitfal
22360 6c 73 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 20 01 00 00 4d 6f 6e 6f 6c 69 74 68 ls.1....................Monolith
22380 69 63 20 48 4d 4d 0d 52 65 6c 61 74 69 76 65 6c 79 20 6f 70 61 71 75 65 20 74 6f 20 64 65 62 75 ic.HMM.Relatively.opaque.to.debu
223a0 67 67 69 6e 67 20 73 74 72 61 74 65 67 69 65 73 0d 44 69 66 66 69 63 75 6c 74 20 74 6f 20 6d 6f gging.strategies.Difficult.to.mo
223c0 64 75 6c 61 72 69 7a 65 0d 53 69 67 6e 69 66 69 63 61 6e 74 20 74 69 6d 65 2f 73 70 61 63 65 20 dularize.Significant.time/space.
223e0 65 66 66 69 63 69 65 6e 63 79 20 63 6f 6e 63 65 72 6e 73 0d 56 61 72 69 65 64 20 74 65 63 68 6e efficiency.concerns.Varied.techn
22400 69 71 75 65 73 20 66 6f 72 20 70 72 69 6f 72 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 73 0d iques.for.prior.implementations.
22420 4e 75 6d 65 72 69 63 61 6c 20 53 74 61 62 69 6c 69 74 79 0d 56 65 72 79 20 73 6d 61 6c 6c 20 70 Numerical.Stability.Very.small.p
22440 72 6f 62 61 62 69 6c 69 74 69 65 73 20 6c 69 6b 65 6c 79 20 74 6f 20 75 6e 64 65 72 66 6c 6f 77 robabilities.likely.to.underflow
22460 0d 4c 6f 67 20 6c 69 6b 65 6c 69 68 6f 6f 64 0d 54 65 78 74 20 43 68 75 6e 6b 69 6e 67 0d 53 65 .Log.likelihood.Text.Chunking.Se
22480 6e 74 65 6e 63 65 73 3f 20 46 69 78 65 64 3f 20 53 74 72 65 61 6d 3f 0d 00 00 a1 0f a4 00 00 00 ntences?.Fixed?.Stream?.........
224a0 0f 00 00 00 00 00 00 10 00 00 5a 00 99 00 00 00 01 00 00 10 00 00 5a 00 14 00 00 00 00 00 00 10 ..........Z...........Z.........
224c0 00 00 5a 00 3c 00 00 00 01 00 00 10 00 00 5a 00 0e 00 00 00 00 00 00 10 00 00 5a 00 1a 00 00 00 ..Z.<.........Z...........Z.....
224e0 01 00 00 10 00 00 5a 00 01 00 00 00 00 00 00 10 00 00 5a 00 0f 00 00 00 00 00 02 00 1c 00 99 00 ......Z...........Z.............
22500 00 00 00 00 02 00 18 00 14 00 00 00 00 04 02 00 00 04 1c 00 3c 00 00 00 00 04 02 00 00 04 18 00 ....................<...........
22520 0e 00 00 00 00 08 02 00 00 08 1c 00 1a 00 00 00 00 08 02 00 00 08 18 00 01 00 00 00 00 08 02 00 ................................
22540 00 08 1c 00 00 00 f3 03 14 00 00 00 14 00 00 00 00 00 00 00 02 00 00 00 0e 01 00 00 00 00 00 00 ................................
22560 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 17 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a ....................HMM.Tagging:
22580 20 50 69 74 66 61 6c 6c 73 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ec 00 00 00 53 .Pitfalls.2....................S
225a0 74 61 74 65 20 72 6f 6c 65 20 69 64 65 6e 74 69 66 69 63 61 74 69 6f 6e 0d 4c 65 78 69 63 6f 6e tate.role.identification.Lexicon
225c0 20 67 69 76 69 6e 67 20 70 28 74 61 67 20 7c 20 77 6f 72 64 29 20 66 72 6f 6d 20 73 75 70 65 72 .giving.p(tag.|.word).from.super
225e0 76 69 73 65 64 20 63 6f 72 70 75 73 0d 55 6e 73 65 65 6e 20 77 6f 72 64 73 0d 45 71 75 61 6c 6c vised.corpus.Unseen.words.Equall
22600 79 20 6c 69 6b 65 6c 79 20 74 61 67 73 20 66 6f 72 20 6d 75 6c 74 69 70 6c 65 20 73 74 61 74 65 y.likely.tags.for.multiple.state
22620 73 0d 4c 6f 63 61 6c 20 6d 61 78 69 6d 61 0d 48 4d 4d 20 6e 6f 74 20 67 75 61 72 61 6e 74 65 65 s.Local.maxima.HMM.not.guarantee
22640 64 20 74 6f 20 63 6f 6e 76 65 72 67 65 20 6f 6e 20 63 6f 72 72 65 63 74 20 6d 6f 64 65 6c 0d 49 d.to.converge.on.correct.model.I
22660 6e 69 74 69 61 6c 20 63 6f 6e 64 69 74 69 6f 6e 73 0d 52 61 6e 64 6f 6d 0d 54 72 61 69 6e 65 64 nitial.conditions.Random.Trained
22680 0d 44 65 67 65 6e 65 72 61 74 65 00 00 a1 0f 80 00 00 00 1a 00 00 00 00 00 00 00 00 00 69 00 00 .Degenerate..................i..
226a0 00 01 00 00 00 00 00 0d 00 00 00 00 00 00 00 00 00 30 00 00 00 01 00 00 00 00 00 13 00 00 00 00 .................0..............
226c0 00 00 00 00 00 1a 00 00 00 01 00 00 00 00 00 1a 00 00 00 00 00 02 00 1c 00 69 00 00 00 00 00 02 .........................i......
226e0 00 18 00 0d 00 00 00 00 04 02 00 00 04 1c 00 30 00 00 00 00 04 02 00 00 04 18 00 13 00 00 00 00 ...............0................
22700 08 02 00 00 08 1c 00 1a 00 00 00 00 0c 02 00 00 0c 18 00 00 00 aa 0f 2c 00 00 00 29 00 00 00 00 .......................,...)....
22720 00 00 00 05 00 00 00 01 00 00 00 03 00 5b 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 03 00 5e .............[.................^
22740 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 13 00 00 00 00 00 00 00 02 00 00 00 0b 01 00 00 00 ................................
22760 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 19 00 00 00 48 4d 4d 20 54 61 67 67 69 .......................HMM.Taggi
22780 6e 67 3a 20 50 72 69 6f 72 20 57 6f 72 6b 20 31 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ng:.Prior.Work.1................
227a0 12 01 00 00 43 75 74 74 69 6e 67 20 65 74 20 61 6c 2e 0d 45 6c 61 62 6f 72 61 74 65 20 72 65 64 ....Cutting.et.al..Elaborate.red
227c0 75 63 74 69 6f 6e 20 6f 66 20 63 6f 6d 70 6c 65 78 69 74 79 20 28 61 6d 62 69 67 75 69 74 79 20 uction.of.complexity.(ambiguity.
227e0 63 6c 61 73 73 65 73 29 0d 49 6e 74 65 67 72 61 74 69 6f 6e 20 6f 66 20 62 69 61 73 20 66 6f 72 classes).Integration.of.bias.for
22800 20 74 75 6e 69 6e 67 20 28 6c 65 78 69 63 6f 6e 20 63 68 6f 69 63 65 2c 20 69 6e 69 74 69 61 6c .tuning.(lexicon.choice,.initial
22820 20 46 42 20 76 61 6c 75 65 73 29 0d 46 69 78 65 64 2d 73 69 7a 65 20 74 65 78 74 20 63 68 75 6e .FB.values).Fixed-size.text.chun
22840 6b 73 2c 20 6d 6f 64 65 6c 20 61 76 65 72 61 67 69 6e 67 20 62 65 74 77 65 65 6e 20 63 68 75 6e ks,.model.averaging.between.chun
22860 6b 73 20 66 6f 72 20 66 69 6e 61 6c 20 6d 6f 64 65 6c 0d 35 30 30 2c 30 30 30 20 77 6f 72 64 73 ks.for.final.model.500,000.words
22880 20 6f 66 20 42 72 6f 77 6e 20 63 6f 72 70 75 73 3a 20 39 36 25 20 61 63 63 75 72 61 74 65 20 61 .of.Brown.corpus:.96%.accurate.a
228a0 66 74 65 72 20 65 69 67 68 74 20 69 74 65 72 61 74 69 6f 6e 73 0d 00 00 a1 0f 26 00 00 00 0f 00 fter.eight.iterations.....&.....
228c0 00 00 00 00 00 00 00 00 04 01 00 00 01 00 00 00 00 00 0f 00 00 00 00 00 00 00 04 01 00 00 00 04 ................................
228e0 00 00 00 04 00 00 f3 03 14 00 00 00 15 00 00 00 00 00 00 00 02 00 00 00 0f 01 00 00 00 00 00 00 ................................
22900 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 19 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a ....................HMM.Tagging:
22920 20 50 72 69 6f 72 20 57 6f 72 6b 20 32 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 3c 02 00 .Prior.Work.2................<..
22940 00 4d 00 65 00 72 00 69 00 61 00 6c 00 64 00 6f 00 0d 00 43 00 6f 00 6e 00 74 00 72 00 61 00 73 .M.e.r.i.a.l.d.o...C.o.n.t.r.a.s
22960 00 74 00 65 00 64 00 20 00 63 00 6f 00 6d 00 70 00 75 00 74 00 65 00 64 00 20 00 28 00 52 00 65 .t.e.d...c.o.m.p.u.t.e.d...(.R.e
22980 00 6c 00 61 00 74 00 69 00 76 00 65 00 20 00 46 00 72 00 65 00 71 00 75 00 65 00 6e 00 63 00 79 .l.a.t.i.v.e...F.r.e.q.u.e.n.c.y
229a0 00 29 00 20 00 76 00 73 00 20 00 74 00 72 00 61 00 69 00 6e 00 65 00 64 00 20 00 28 00 42 00 57 .)...v.s...t.r.a.i.n.e.d...(.B.W
229c0 00 52 00 45 00 29 00 20 00 6d 00 6f 00 64 00 65 00 6c 00 73 00 0d 00 43 00 6f 00 6e 00 73 00 74 .R.E.)...m.o.d.e.l.s...C.o.n.s.t
229e0 00 72 00 61 00 69 00 6e 00 65 00 64 00 20 00 74 00 72 00 61 00 69 00 6e 00 69 00 6e 00 67 00 0d .r.a.i.n.e.d...t.r.a.i.n.i.n.g..
22a00 00 4b 00 65 00 65 00 70 00 20 00 70 00 28 00 74 00 61 00 67 00 20 00 7c 00 20 00 77 00 6f 00 72 .K.e.e.p...p.(.t.a.g...|...w.o.r
22a20 00 64 00 29 00 20 00 63 00 6f 00 6e 00 73 00 74 00 61 00 6e 00 74 00 20 00 66 00 72 00 6f 00 6d .d.)...c.o.n.s.t.a.n.t...f.r.o.m
22a40 00 20 00 62 00 6f 00 6f 00 74 00 73 00 74 00 72 00 61 00 70 00 20 00 63 00 6f 00 72 00 70 00 75 ...b.o.o.t.s.t.r.a.p...c.o.r.p.u
22a60 00 73 00 19 20 20 00 52 00 46 00 0d 00 4b 00 65 00 65 00 70 00 20 00 70 00 28 00 74 00 61 00 67 .s.....R.F...K.e.e.p...p.(.t.a.g
22a80 00 29 00 20 00 63 00 6f 00 6e 00 73 00 74 00 61 00 6e 00 74 00 20 00 66 00 72 00 6f 00 6d 00 20 .)...c.o.n.s.t.a.n.t...f.r.o.m..
22aa0 00 62 00 6f 00 6f 00 74 00 73 00 74 00 72 00 61 00 70 00 20 00 63 00 6f 00 72 00 70 00 75 00 73 .b.o.o.t.s.t.r.a.p...c.o.r.p.u.s
22ac0 00 19 20 20 00 52 00 46 00 0d 00 43 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 74 00 73 .....R.F...C.o.n.s.t.r.a.i.n.t.s
22ae0 00 20 00 61 00 6c 00 6c 00 6f 00 77 00 20 00 64 00 65 00 67 00 72 00 61 00 64 00 61 00 74 00 69 ...a.l.l.o.w...d.e.g.r.a.d.a.t.i
22b00 00 6f 00 6e 00 2c 00 20 00 62 00 75 00 74 00 20 00 6d 00 6f 00 72 00 65 00 20 00 73 00 6c 00 6f .o.n.,...b.u.t...m.o.r.e...s.l.o
22b20 00 77 00 6c 00 79 00 0d 00 43 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 74 00 73 00 20 .w.l.y...C.o.n.s.t.r.a.i.n.t.s..
22b40 00 72 00 65 00 71 00 75 00 69 00 72 00 65 00 64 00 20 00 65 00 78 00 74 00 65 00 6e 00 73 00 69 .r.e.q.u.i.r.e.d...e.x.t.e.n.s.i
22b60 00 76 00 65 00 20 00 63 00 61 00 6c 00 63 00 75 00 6c 00 61 00 74 00 69 00 6f 00 6e 00 00 00 a1 .v.e...c.a.l.c.u.l.a.t.i.o.n....
22b80 0f 56 00 00 00 09 00 00 00 00 00 00 10 00 00 5a 00 57 00 00 00 01 00 00 10 00 00 5a 00 65 00 00 .V.............Z.W.........Z.e..
22ba0 00 02 00 00 10 00 00 5a 00 5a 00 00 00 01 00 00 10 00 00 5a 00 09 00 00 00 00 00 00 00 57 00 00 .......Z.Z.........Z.........W..
22bc0 00 00 04 00 00 00 04 65 00 00 00 00 04 00 00 00 04 5a 00 00 00 00 04 00 00 00 04 00 00 aa 0f 48 .......e.........Z.............H
22be0 00 00 00 08 00 00 00 01 00 00 00 03 00 2a 00 00 00 00 00 00 00 02 00 00 00 01 00 00 00 03 00 31 .............*.................1
22c00 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 31 00 00 00 00 00 00 00 05 00 00 00 01 00 00 .................1..............
22c20 00 03 00 7f 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 17 00 00 00 04 00 00 00 02 00 00 00 12 ................................
22c40 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 1d 00 00 00 43 6f 6e 73 74 ...........................Const
22c60 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 00 00 a1 0f 14 00 00 00 raints.and.HMM.Tagging.1........
22c80 1e 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 00 28 00 10 00 9f 0f 04 00 00 00 07 00 00 00 ..................(.............
22ca0 00 00 a8 0f 4c 00 00 00 45 6c 77 6f 72 74 68 79 3a 20 41 63 63 75 72 61 63 79 20 6f 66 20 63 6c ....L...Elworthy:.Accuracy.of.cl
22cc0 61 73 73 69 63 20 74 72 61 69 6e 65 64 20 48 4d 4d 20 61 6c 77 61 79 73 20 64 65 63 72 65 61 73 assic.trained.HMM.always.decreas
22ce0 65 73 20 61 66 74 65 72 20 73 6f 6d 65 20 70 6f 69 6e 74 0d 00 00 a1 0f 14 00 00 00 4d 00 00 00 es.after.some.point.........M...
22d00 00 00 00 10 00 00 5a 00 4d 00 00 00 00 00 00 00 00 00 aa 0f 12 00 00 00 08 00 00 00 01 00 00 00 ......Z.M.......................
22d20 03 00 45 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 18 00 00 00 00 00 00 00 02 00 00 00 13 01 ..E.............................
22d40 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 1d 00 00 00 43 6f 6e 73 74 72 ..........................Constr
22d60 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 32 00 00 a1 0f 14 00 00 00 1e aints.and.HMM.Tagging.2.........
22d80 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 00 28 00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 .................(..............
22da0 00 a0 0f 14 02 00 00 54 00 61 00 67 00 67 00 69 00 6e 00 67 00 3a 00 20 00 41 00 6e 00 20 00 65 .......T.a.g.g.i.n.g.:...A.n...e
22dc0 00 78 00 63 00 65 00 6c 00 6c 00 65 00 6e 00 74 00 20 00 63 00 61 00 6e 00 64 00 69 00 64 00 61 .x.c.e.l.l.e.n.t...c.a.n.d.i.d.a
22de0 00 74 00 65 00 20 00 66 00 6f 00 72 00 20 00 61 00 20 00 43 00 53 00 50 00 0d 00 4d 00 61 00 6e .t.e...f.o.r...a...C.S.P...M.a.n
22e00 00 79 00 20 00 64 00 65 00 67 00 72 00 65 00 65 00 73 00 20 00 6f 00 66 00 20 00 66 00 72 00 65 .y...d.e.g.r.e.e.s...o.f...f.r.e
22e20 00 65 00 64 00 6f 00 6d 00 20 00 69 00 6e 00 20 00 6e 00 61 00 ef 00 76 00 65 00 20 00 63 00 61 .e.d.o.m...i.n...n.a...v.e...c.a
22e40 00 73 00 65 00 0d 00 4c 00 69 00 6e 00 67 00 75 00 69 00 73 00 74 00 69 00 63 00 61 00 6c 00 6c .s.e...L.i.n.g.u.i.s.t.i.c.a.l.l
22e60 00 79 00 2c 00 20 00 6f 00 6e 00 6c 00 79 00 20 00 73 00 6f 00 6d 00 65 00 20 00 66 00 65 00 77 .y.,...o.n.l.y...s.o.m.e...f.e.w
22e80 00 20 00 74 00 61 00 67 00 67 00 69 00 6e 00 67 00 20 00 73 00 6f 00 6c 00 75 00 74 00 69 00 6f ...t.a.g.g.i.n.g...s.o.l.u.t.i.o
22ea0 00 6e 00 73 00 20 00 61 00 72 00 65 00 20 00 70 00 6f 00 73 00 73 00 69 00 62 00 6c 00 65 00 0d .n.s...a.r.e...p.o.s.s.i.b.l.e..
22ec0 00 48 00 4d 00 4d 00 2c 00 20 00 6c 00 69 00 6b 00 65 00 20 00 6d 00 6f 00 64 00 65 00 72 00 6e .H.M.M.,...l.i.k.e...m.o.d.e.r.n
22ee0 00 20 00 43 00 53 00 50 00 20 00 74 00 65 00 63 00 68 00 6e 00 69 00 71 00 75 00 65 00 73 00 2c ...C.S.P...t.e.c.h.n.i.q.u.e.s.,
22f00 00 20 00 64 00 6f 00 65 00 73 00 20 00 6e 00 6f 00 74 00 20 00 6d 00 61 00 6b 00 65 00 20 00 66 ...d.o.e.s...n.o.t...m.a.k.e...f
22f20 00 69 00 6e 00 61 00 6c 00 20 00 63 00 68 00 6f 00 69 00 63 00 65 00 73 00 20 00 69 00 6e 00 20 .i.n.a.l...c.h.o.i.c.e.s...i.n..
22f40 00 6f 00 72 00 64 00 65 00 72 00 0d 00 4d 00 65 00 72 00 69 00 61 00 6c 00 64 00 6f 00 19 20 73 .o.r.d.e.r...M.e.r.i.a.l.d.o...s
22f60 00 20 00 74 00 20 00 61 00 6e 00 64 00 20 00 74 00 2d 00 77 00 20 00 63 00 6f 00 6e 00 73 00 74 ...t...a.n.d...t.-.w...c.o.n.s.t
22f80 00 72 00 61 00 69 00 6e 00 74 00 73 00 0d 00 45 00 78 00 70 00 65 00 6e 00 73 00 69 00 76 00 65 .r.a.i.n.t.s...E.x.p.e.n.s.i.v.e
22fa0 00 2c 00 20 00 62 00 75 00 74 00 20 00 68 00 65 00 6c 00 70 00 66 00 75 00 6c 00 00 00 a1 0f 74 .,...b.u.t...h.e.l.p.f.u.l.....t
22fc0 00 00 00 2a 00 00 00 00 00 00 00 00 00 a9 00 00 00 01 00 00 00 00 00 21 00 00 00 00 00 00 00 00 ...*...................!........
22fe0 00 17 00 00 00 01 00 00 00 00 00 2a 00 00 00 00 00 00 00 a9 00 00 00 00 00 00 00 0b 00 00 00 00 ...........*....................
23000 04 00 00 00 04 01 00 00 00 02 04 00 00 02 04 05 00 00 00 00 04 00 00 00 04 03 00 00 00 02 04 00 ................................
23020 00 02 04 0d 00 00 00 00 04 00 00 00 04 17 00 00 00 00 08 00 00 00 08 00 00 aa 0f 2c 00 00 00 d3 ...........................,....
23040 00 00 00 00 00 00 00 0a 00 00 00 01 00 00 00 03 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 00 ................................
23060 00 03 00 24 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 1a 00 00 00 00 00 00 00 02 00 00 00 14 ...$............................
23080 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 1d 00 00 00 43 6f 6e 73 74 ...........................Const
230a0 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 33 00 00 a1 0f 14 00 00 00 raints.and.HMM.Tagging.3........
230c0 1e 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 00 28 00 10 00 9f 0f 04 00 00 00 01 00 00 00 ..................(.............
230e0 00 00 a0 0f 04 02 00 00 4f 00 62 00 76 00 69 00 6f 00 75 00 73 00 20 00 70 00 6c 00 61 00 63 00 ........O.b.v.i.o.u.s...p.l.a.c.
23100 65 00 73 00 20 00 74 00 6f 00 20 00 69 00 6e 00 63 00 6f 00 72 00 70 00 6f 00 72 00 61 00 74 00 e.s...t.o...i.n.c.o.r.p.o.r.a.t.
23120 65 00 20 00 63 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 74 00 73 00 0d 00 55 00 70 00 e...c.o.n.s.t.r.a.i.n.t.s...U.p.
23140 64 00 61 00 74 00 65 00 73 00 20 00 74 00 6f 00 20 00 bb 03 0d 00 41 00 2c 00 20 00 42 00 2c 00 d.a.t.e.s...t.o.......A.,...B.,.
23160 20 00 c0 03 0d 00 44 00 65 00 6e 00 79 00 20 00 61 00 6e 00 20 00 75 00 70 00 64 00 61 00 74 00 ......D.e.n.y...a.n...u.p.d.a.t.
23180 65 00 20 00 74 00 6f 00 20 00 41 00 20 00 69 00 66 00 20 00 74 00 61 00 67 00 20 00 61 00 74 00 e...t.o...A...i.f...t.a.g...a.t.
231a0 20 00 28 00 74 00 2b 00 31 00 29 00 20 00 73 00 68 00 6f 00 75 00 6c 00 64 00 20 00 6e 00 6f 00 ..(.t.+.1.)...s.h.o.u.l.d...n.o.
231c0 74 00 20 00 66 00 6f 00 6c 00 6c 00 6f 00 77 00 20 00 74 00 61 00 67 00 20 00 61 00 74 00 20 00 t...f.o.l.l.o.w...t.a.g...a.t...
231e0 28 00 74 00 29 00 0d 00 44 00 65 00 6e 00 79 00 20 00 61 00 6e 00 20 00 75 00 70 00 64 00 61 00 (.t.)...D.e.n.y...a.n...u.p.d.a.
23200 74 00 65 00 20 00 74 00 6f 00 20 00 42 00 20 00 69 00 66 00 20 00 77 00 65 00 20 00 61 00 72 00 t.e...t.o...B...i.f...w.e...a.r.
23220 65 00 20 00 63 00 6f 00 6e 00 66 00 69 00 64 00 65 00 6e 00 74 00 20 00 74 00 68 00 61 00 74 00 e...c.o.n.f.i.d.e.n.t...t.h.a.t.
23240 20 00 77 00 6f 00 72 00 64 00 20 00 61 00 74 00 20 00 28 00 74 00 29 00 20 00 73 00 68 00 6f 00 ..w.o.r.d...a.t...(.t.)...s.h.o.
23260 75 00 6c 00 64 00 20 00 6e 00 6f 00 74 00 20 00 62 00 65 00 20 00 61 00 73 00 73 00 6f 00 63 00 u.l.d...n.o.t...b.e...a.s.s.o.c.
23280 69 00 61 00 74 00 65 00 64 00 20 00 77 00 69 00 74 00 68 00 20 00 74 00 61 00 67 00 20 00 61 00 i.a.t.e.d...w.i.t.h...t.a.g...a.
232a0 74 00 20 00 28 00 74 00 29 00 0d 00 4d 00 65 00 72 00 69 00 61 00 6c 00 64 00 6f 00 19 20 73 00 t...(.t.)...M.e.r.i.a.l.d.o...s.
232c0 20 00 74 00 20 00 61 00 6e 00 64 00 20 00 74 00 2d 00 77 00 20 00 63 00 6f 00 6e 00 73 00 74 00 ..t...a.n.d...t.-.w...c.o.n.s.t.
232e0 72 00 61 00 69 00 6e 00 74 00 73 00 00 00 a1 0f 78 00 00 00 2a 00 00 00 00 00 00 00 00 00 0d 00 r.a.i.n.t.s.....x...*...........
23300 00 00 01 00 00 00 00 00 cc 00 00 00 02 00 00 00 00 00 2a 00 00 00 00 00 00 00 0b 00 00 00 00 04 ..................*.............
23320 00 00 00 04 02 00 00 00 00 08 20 00 00 08 00 00 b6 00 00 00 00 0c 20 00 00 0c 00 00 01 00 00 00 ................................
23340 02 0c 20 00 02 0c 00 00 05 00 00 00 00 0c 20 00 00 0c 00 00 03 00 00 00 02 0c 20 00 02 0c 00 00 ................................
23360 0d 00 00 00 00 0c 20 00 00 0c 00 00 00 00 aa 0f 66 00 00 00 35 00 00 00 00 00 00 00 01 00 00 00 ................f...5...........
23380 07 00 00 00 00 00 08 04 00 00 07 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 ................................
233a0 a4 00 00 00 00 00 00 00 0a 00 00 00 01 00 00 00 03 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 ................................
233c0 00 00 03 00 0c 00 00 00 00 00 00 00 01 00 00 00 07 00 00 00 00 00 08 04 00 00 00 00 f3 03 14 00 ................................
233e0 00 00 1b 00 00 00 00 00 00 00 02 00 00 00 15 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 ................................
23400 00 00 00 00 a8 0f 1d 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 ..........Constraints.and.HMM.Ta
23420 67 67 69 6e 67 20 34 00 00 a1 0f 14 00 00 00 1e 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 gging.4.........................
23440 00 28 00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f 9b 00 00 00 4f 62 76 69 6f 75 73 20 70 .(.....................Obvious.p
23460 6c 61 63 65 73 20 74 6f 20 69 6e 63 6f 72 70 6f 72 61 74 65 20 63 6f 6e 73 74 72 61 69 6e 74 73 laces.to.incorporate.constraints
23480 20 0d 46 6f 72 77 61 72 64 2d 42 61 63 6b 77 61 72 64 20 63 61 6c 63 75 6c 61 74 69 6f 6e 73 0d ..Forward-Backward.calculations.
234a0 53 6f 6d 65 20 74 61 67 73 20 61 72 65 20 6c 69 6e 67 75 69 73 74 69 63 61 6c 6c 79 20 69 6d 70 Some.tags.are.linguistically.imp
234c0 6f 73 73 69 62 6c 65 20 73 65 71 75 65 6e 74 69 61 6c 6c 79 0d 44 65 6e 79 20 74 72 61 6e 73 69 ossible.sequentially.Deny.transi
234e0 74 69 6f 6e 20 70 72 6f 62 61 62 69 6c 69 74 79 0d 0d 00 00 a1 0f 76 00 00 00 2b 00 00 00 00 00 tion.probability......v...+.....
23500 00 00 00 00 1e 00 00 00 01 00 00 00 00 00 51 00 00 00 02 00 00 00 00 00 01 00 00 00 00 00 01 00 ..............Q.................
23520 00 00 00 00 01 00 00 00 00 00 00 00 00 00 29 00 00 00 00 00 00 00 02 00 00 00 00 04 20 00 00 04 ..............).................
23540 00 00 1e 00 00 00 00 08 20 00 00 08 00 00 51 00 00 00 00 0c 20 00 00 0c 00 00 01 00 00 00 00 10 ..............Q.................
23560 20 00 00 10 00 00 01 00 00 00 00 14 00 00 00 14 00 00 f3 03 14 00 00 00 1c 00 00 00 00 00 00 00 ................................
23580 02 00 00 00 16 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 1d 00 00 00 ................................
235a0 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 35 00 00 a1 Constraints.and.HMM.Tagging.5...
235c0 0f 14 00 00 00 1e 00 00 00 00 00 00 00 00 00 1e 00 00 00 00 00 02 00 28 00 10 00 9f 0f 04 00 00 .......................(........
235e0 00 01 00 00 00 00 00 a8 0f bb 00 00 00 0d 57 68 65 72 65 20 74 6f 20 67 65 74 20 63 6f 6e 73 74 ..............Where.to.get.const
23600 72 61 69 6e 74 73 3f 0d 0d 47 72 61 6d 6d 61 72 20 64 61 74 61 62 61 73 65 73 20 28 57 6f 72 64 raints?..Grammar.databases.(Word
23620 4e 65 74 29 0d 0d 42 6f 6f 74 73 74 72 61 70 20 63 6f 72 70 75 73 0d 55 73 65 20 72 65 6c 61 74 Net)..Bootstrap.corpus.Use.relat
23640 69 76 65 20 66 72 65 71 75 65 6e 63 69 65 73 20 6f 66 20 74 61 67 73 20 74 6f 20 67 75 65 73 73 ive.frequencies.of.tags.to.guess
23660 20 72 75 6c 65 73 0d 55 73 65 20 66 72 65 71 75 65 6e 63 69 65 73 20 6f 66 20 77 6f 72 64 73 20 .rules.Use.frequencies.of.words.
23680 74 6f 20 65 73 74 69 6d 61 74 65 20 63 6f 6e 66 69 64 65 6e 63 65 0d 41 6c 6c 6f 77 20 76 69 6f to.estimate.confidence.Allow.vio
236a0 6c 61 74 69 6f 6e 73 3f 00 00 a1 0f 40 00 00 00 1b 00 00 00 00 00 00 10 00 00 5a 00 2f 00 00 00 lations?....@.............Z./...
236c0 01 00 00 10 00 00 5a 00 72 00 00 00 02 00 00 10 00 00 5a 00 1b 00 00 00 00 00 00 00 2f 00 00 00 ......Z.r.........Z........./...
236e0 00 04 00 00 00 04 72 00 00 00 00 08 00 00 00 08 00 00 aa 0f 1a 00 00 00 2f 00 00 00 00 00 00 00 ......r................./.......
23700 07 00 00 00 01 00 00 00 03 00 86 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 16 00 00 00 00 00 ................................
23720 00 00 02 00 00 00 10 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 14 00 ................................
23740 00 00 72 65 4d 61 72 6b 65 72 3a 20 4d 6f 74 69 76 61 74 69 6f 6e 00 00 aa 0f 12 00 00 00 08 00 ..reMarker:.Motivation..........
23760 00 00 01 00 00 00 03 00 0d 00 00 00 00 00 00 00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f ................................
23780 7f 00 00 00 0d 72 65 4d 61 72 6b 65 72 2c 20 61 6e 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e .....reMarker,.an.implementation
237a0 20 69 6e 20 4a 61 76 61 20 6f 66 20 48 4d 4d 20 74 61 67 67 69 6e 67 0d 0d 53 75 70 70 6f 72 74 .in.Java.of.HMM.tagging..Support
237c0 20 66 6f 72 20 6d 75 6c 74 69 70 6c 65 20 6d 6f 64 65 6c 73 0d 0d 4d 6f 64 75 6c 61 72 20 75 70 .for.multiple.models..Modular.up
237e0 64 61 74 65 73 20 66 6f 72 20 63 6f 6e 73 74 72 61 69 6e 74 20 69 6d 70 6c 65 6d 65 6e 74 61 74 dates.for.constraint.implementat
23800 69 6f 6e 00 00 aa 0f 1a 00 00 00 01 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 77 00 00 ion..........................w..
23820 00 00 00 00 00 00 00 f3 03 14 00 00 00 1d 00 00 00 00 00 00 00 02 00 00 00 17 01 00 00 00 00 00 ................................
23840 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 15 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 54 .....................reMarker:.T
23860 68 65 20 52 65 61 6c 69 74 79 00 00 aa 0f 12 00 00 00 08 00 00 00 01 00 00 00 03 00 0e 00 00 00 he.Reality......................
23880 00 00 00 00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 2e 01 00 00 0d 00 48 00 4d 00 4d 00 ..........................H.M.M.
238a0 20 00 63 00 6f 00 6d 00 70 00 6f 00 6e 00 65 00 6e 00 74 00 20 00 74 00 6f 00 6f 00 20 00 74 00 ..c.o.m.p.o.n.e.n.t...t.o.o...t.
238c0 69 00 6d 00 65 00 2d 00 63 00 6f 00 6e 00 73 00 75 00 6d 00 69 00 6e 00 67 00 20 00 74 00 6f 00 i.m.e.-.c.o.n.s.u.m.i.n.g...t.o.
238e0 20 00 64 00 65 00 62 00 75 00 67 00 0d 00 50 00 72 00 65 00 6c 00 69 00 6d 00 69 00 6e 00 61 00 ..d.e.b.u.g...P.r.e.l.i.m.i.n.a.
23900 72 00 79 00 20 00 72 00 75 00 6c 00 65 00 20 00 69 00 6d 00 70 00 6c 00 65 00 6d 00 65 00 6e 00 r.y...r.u.l.e...i.m.p.l.e.m.e.n.
23920 74 00 61 00 74 00 69 00 6f 00 6e 00 73 00 20 00 62 00 61 00 73 00 65 00 64 00 20 00 6f 00 6e 00 t.a.t.i.o.n.s...b.a.s.e.d...o.n.
23940 20 00 63 00 6f 00 72 00 70 00 75 00 73 00 20 00 52 00 46 00 0d 00 55 00 73 00 69 00 6e 00 67 00 ..c.o.r.p.u.s...R.F...U.s.i.n.g.
23960 20 00 54 00 61 00 70 00 61 00 73 00 20 00 4b 00 61 00 6e 00 75 00 67 00 6f 00 19 20 73 00 20 00 ..T.a.p.a.s...K.a.n.u.g.o...s...
23980 48 00 4d 00 4d 00 20 00 69 00 6d 00 70 00 6c 00 65 00 6d 00 65 00 6e 00 74 00 61 00 74 00 69 00 H.M.M...i.m.p.l.e.m.e.n.t.a.t.i.
239a0 6f 00 6e 00 20 00 69 00 6e 00 20 00 43 00 2c 00 20 00 65 00 78 00 74 00 65 00 72 00 6e 00 61 00 o.n...i.n...C.,...e.x.t.e.r.n.a.
239c0 6c 00 6c 00 79 00 00 00 aa 0f 2c 00 00 00 65 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 l.l.y.....,...e.................
239e0 01 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 25 00 00 00 00 00 00 00 00 00 f3 03 14 00 ..................%.............
23a00 00 00 1e 00 00 00 00 00 00 00 02 00 00 00 18 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 ................................
23a20 00 00 00 00 a8 0f 10 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 4d 65 74 68 6f 64 00 00 aa 0f 12 00 ..........reMarker:.Method......
23a40 00 00 08 00 00 00 01 00 00 00 03 00 09 00 00 00 00 00 00 00 10 00 9f 0f 04 00 00 00 01 00 00 00 ................................
23a60 00 00 a0 0f f4 01 00 00 50 00 65 00 6e 00 6e 00 2d 00 54 00 72 00 65 00 65 00 62 00 61 00 6e 00 ........P.e.n.n.-.T.r.e.e.b.a.n.
23a80 6b 00 20 00 57 00 61 00 6c 00 6c 00 20 00 53 00 74 00 72 00 65 00 65 00 74 00 20 00 4a 00 6f 00 k...W.a.l.l...S.t.r.e.e.t...J.o.
23aa0 75 00 72 00 6e 00 61 00 6c 00 20 00 70 00 61 00 72 00 74 00 2d 00 6f 00 66 00 2d 00 73 00 70 00 u.r.n.a.l...p.a.r.t.-.o.f.-.s.p.
23ac0 65 00 65 00 63 00 68 00 20 00 74 00 61 00 67 00 67 00 65 00 64 00 20 00 64 00 61 00 74 00 61 00 e.e.c.h...t.a.g.g.e.d...d.a.t.a.
23ae0 0d 00 43 00 6f 00 72 00 70 00 75 00 73 00 20 00 68 00 61 00 6e 00 64 00 6c 00 65 00 64 00 20 00 ..C.o.r.p.u.s...h.a.n.d.l.e.d...
23b00 61 00 73 00 20 00 73 00 74 00 72 00 65 00 61 00 6d 00 20 00 6f 00 66 00 20 00 77 00 6f 00 72 00 a.s...s.t.r.e.a.m...o.f...w.o.r.
23b20 64 00 73 00 0d 00 52 00 65 00 73 00 74 00 72 00 69 00 63 00 69 00 74 00 6f 00 6e 00 20 00 6f 00 d.s...R.e.s.t.r.i.c.i.t.o.n...o.
23b40 66 00 20 00 4b 00 61 00 6e 00 75 00 67 00 6f 00 19 20 73 00 20 00 48 00 4d 00 4d 00 20 00 69 00 f...K.a.n.u.g.o...s...H.M.M...i.
23b60 6d 00 70 00 6c 00 65 00 6d 00 65 00 6e 00 74 00 61 00 74 00 69 00 6f 00 6e 00 0d 00 52 00 65 00 m.p.l.e.m.e.n.t.a.t.i.o.n...R.e.
23b80 73 00 75 00 6c 00 74 00 73 00 20 00 69 00 6e 00 20 00 65 00 6e 00 6f 00 72 00 6d 00 6f 00 75 00 s.u.l.t.s...i.n...e.n.o.r.m.o.u.
23ba0 73 00 20 00 72 00 65 00 73 00 6f 00 75 00 72 00 63 00 65 00 20 00 72 00 65 00 71 00 75 00 69 00 s...r.e.s.o.u.r.c.e...r.e.q.u.i.
23bc0 72 00 65 00 6d 00 65 00 6e 00 74 00 73 00 0d 00 52 00 65 00 73 00 75 00 6c 00 74 00 73 00 20 00 r.e.m.e.n.t.s...R.e.s.u.l.t.s...
23be0 69 00 6e 00 20 00 64 00 65 00 67 00 72 00 61 00 64 00 61 00 74 00 69 00 6f 00 6e 00 20 00 6f 00 i.n...d.e.g.r.a.d.a.t.i.o.n...o.
23c00 66 00 20 00 61 00 63 00 63 00 75 00 72 00 61 00 63 00 79 00 20 00 77 00 69 00 74 00 68 00 20 00 f...a.c.c.u.r.a.c.y...w.i.t.h...
23c20 69 00 6e 00 63 00 72 00 65 00 61 00 73 00 65 00 20 00 69 00 6e 00 20 00 74 00 72 00 61 00 69 00 i.n.c.r.e.a.s.e...i.n...t.r.a.i.
23c40 6e 00 69 00 6e 00 67 00 20 00 64 00 61 00 74 00 61 00 20 00 73 00 69 00 7a 00 65 00 00 00 a1 0f n.i.n.g...d.a.t.a...s.i.z.e.....
23c60 3a 00 00 00 5f 00 00 00 00 00 00 00 00 00 9c 00 00 00 01 00 00 00 00 00 5f 00 00 00 00 00 00 00 :..._..................._.......
23c80 60 00 00 00 00 04 00 00 00 04 0b 00 00 00 02 04 00 00 02 04 31 00 00 00 00 04 00 00 00 04 00 00 `...................1...........
23ca0 aa 0f 3e 00 00 00 05 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 52 00 00 00 00 00 00 00 ..>.....................R.......
23cc0 0b 00 00 00 01 00 00 00 03 00 04 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 85 00 00 00 ................................
23ce0 00 00 00 00 00 00 f3 03 14 00 00 00 1f 00 00 00 00 00 00 00 02 00 00 00 19 01 00 00 00 00 00 00 ................................
23d00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 14 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 45 78 ....................reMarker:.Ex
23d20 70 65 72 69 6d 65 6e 74 00 00 aa 0f 12 00 00 00 08 00 00 00 01 00 00 00 03 00 0d 00 00 00 00 00 periment........................
23d40 00 00 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f aa 00 00 00 54 77 6f 20 63 6f 72 70 6f 72 ......................Two.corpor
23d60 61 0d 32 30 30 20 77 6f 72 64 73 20 6f 66 20 50 54 20 57 53 4a 20 53 65 63 74 69 6f 6e 20 30 30 a.200.words.of.PT.WSJ.Section.00
23d80 0d 35 30 30 30 20 77 6f 72 64 73 20 6f 66 20 50 54 20 57 53 4a 20 53 65 63 74 69 6f 6e 20 30 30 .5000.words.of.PT.WSJ.Section.00
23da0 0d 54 68 72 65 65 20 74 72 61 69 6e 69 6e 67 20 6d 65 74 68 6f 64 73 0d 52 65 6c 61 74 69 76 65 .Three.training.methods.Relative
23dc0 20 46 72 65 71 75 65 6e 63 79 2c 20 63 6f 6d 70 75 74 65 64 0d 53 75 70 65 72 76 69 73 65 64 2c .Frequency,.computed.Supervised,
23de0 20 62 75 74 20 77 69 74 68 20 42 57 52 45 0d 55 6e 73 75 70 65 72 76 69 73 65 64 20 42 57 52 45 .but.with.BWRE.Unsupervised.BWRE
23e00 00 00 a1 0f 4c 00 00 00 0c 00 00 00 00 00 00 00 00 00 3f 00 00 00 01 00 00 00 00 00 17 00 00 00 ....L.............?.............
23e20 00 00 00 00 00 00 49 00 00 00 01 00 00 00 00 00 0c 00 00 00 00 00 00 00 3f 00 00 00 00 00 00 00 ......I.................?.......
23e40 17 00 00 00 00 04 00 00 00 04 49 00 00 00 00 08 00 00 00 08 00 00 f3 03 14 00 00 00 0f 00 00 00 ..........I.....................
23e60 04 00 00 00 01 00 00 00 09 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f ................................
23e80 11 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 52 65 73 75 6c 74 73 00 00 aa 0f 12 00 00 00 08 00 00 ....reMarker:.Results...........
23ea0 00 01 00 00 00 03 00 0a 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 20 00 00 00 00 00 00 00 02 ................................
23ec0 00 00 00 1a 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f 0b 00 00 00 46 ...............................F
23ee0 75 74 75 72 65 20 57 6f 72 6b 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a0 0f 7a 01 00 00 46 00 uture.Work................z...F.
23f00 69 00 78 00 20 00 74 00 68 00 65 00 20 00 72 00 65 00 4d 00 61 00 72 00 6b 00 65 00 72 00 20 00 i.x...t.h.e...r.e.M.a.r.k.e.r...
23f20 48 00 4d 00 4d 00 0d 00 41 00 6c 00 6c 00 6f 00 77 00 20 00 63 00 6f 00 72 00 70 00 75 00 73 00 H.M.M...A.l.l.o.w...c.o.r.p.u.s.
23f40 20 00 63 00 68 00 75 00 6e 00 6b 00 69 00 6e 00 67 00 0d 00 41 00 6c 00 6c 00 6f 00 77 00 20 00 ..c.h.u.n.k.i.n.g...A.l.l.o.w...
23f60 6d 00 6f 00 72 00 65 00 20 00 63 00 6f 00 6d 00 70 00 6c 00 69 00 63 00 61 00 74 00 65 00 64 00 m.o.r.e...c.o.m.p.l.i.c.a.t.e.d.
23f80 20 00 63 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 74 00 73 00 0d 00 49 00 6e 00 63 00 ..c.o.n.s.t.r.a.i.n.t.s...I.n.c.
23fa0 6f 00 72 00 70 00 6f 00 72 00 61 00 74 00 65 00 20 00 74 00 69 00 67 00 68 00 74 00 65 00 72 00 o.r.p.o.r.a.t.e...t.i.g.h.t.e.r.
23fc0 20 00 63 00 6f 00 6e 00 73 00 74 00 72 00 61 00 69 00 6e 00 74 00 73 00 0d 00 4d 00 65 00 72 00 ..c.o.n.s.t.r.a.i.n.t.s...M.e.r.
23fe0 69 00 61 00 6c 00 64 00 6f 00 19 20 73 00 20 00 74 00 20 00 61 00 6e 00 64 00 20 00 74 00 2d 00 i.a.l.d.o...s...t...a.n.d...t.-.
24000 77 00 0d 00 50 00 6f 00 73 00 73 00 69 00 62 00 6c 00 65 00 20 00 50 00 4f 00 53 00 20 00 66 00 w...P.o.s.s.i.b.l.e...P.O.S...f.
24020 6f 00 72 00 20 00 65 00 61 00 63 00 68 00 20 00 77 00 6f 00 72 00 64 00 3a 00 20 00 57 00 6f 00 o.r...e.a.c.h...w.o.r.d.:...W.o.
24040 72 00 64 00 4e 00 65 00 74 00 0d 00 4d 00 61 00 63 00 68 00 69 00 6e 00 65 00 2d 00 6c 00 65 00 r.d.N.e.t...M.a.c.h.i.n.e.-.l.e.
24060 61 00 72 00 6e 00 65 00 64 00 20 00 72 00 75 00 6c 00 65 00 73 00 0d 00 00 00 a1 0f 9c 00 00 00 a.r.n.e.d...r.u.l.e.s...........
24080 15 00 00 00 00 00 00 00 00 00 39 00 00 00 01 00 00 00 00 00 20 00 00 00 00 00 00 00 00 00 39 00 ..........9...................9.
240a0 00 00 01 00 00 00 00 00 16 00 00 00 00 00 00 00 00 00 01 00 00 00 01 00 00 00 00 00 15 00 00 00 ................................
240c0 00 00 00 00 39 00 00 00 00 00 00 00 20 00 00 00 00 04 00 00 00 04 0b 00 00 00 00 04 00 00 00 04 ....9...........................
240e0 01 00 00 00 02 04 00 00 02 04 05 00 00 00 00 04 00 00 00 04 03 00 00 00 02 04 00 00 02 04 25 00 ..............................%.
24100 00 00 00 04 00 00 00 04 16 00 00 00 00 08 00 00 00 08 01 00 00 00 00 0c 00 00 00 0c 00 00 aa 0f ................................
24120 50 00 00 00 08 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 5e 00 00 00 00 00 00 00 0a 00 P.....................^.........
24140 00 00 01 00 00 00 03 00 07 00 00 00 00 00 00 00 03 00 00 00 01 00 00 00 03 00 1d 00 00 00 00 00 ................................
24160 00 00 07 00 00 00 01 00 00 00 03 00 18 00 00 00 00 00 00 00 00 00 f3 03 14 00 00 00 19 00 00 00 ................................
24180 00 00 00 00 02 00 00 00 11 01 00 00 00 00 00 00 00 00 9f 0f 04 00 00 00 00 00 00 00 00 00 a8 0f ................................
241a0 0a 00 00 00 52 65 66 65 72 65 6e 63 65 73 10 00 9f 0f 04 00 00 00 01 00 00 00 00 00 a8 0f fe 02 ....References..................
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244c0 00 00 a1 0f 7e 00 00 00 ff 02 00 00 00 00 92 00 00 00 01 00 22 20 00 00 22 00 00 00 04 00 02 00 ....~..............."...".......
244e0 04 00 12 00 9a 00 00 00 00 00 02 00 12 00 2c 00 00 00 04 00 02 00 04 00 12 00 54 00 00 00 00 00 ..............,...........T.....
24500 02 00 12 00 21 00 00 00 04 00 02 00 04 00 12 00 63 00 00 00 00 00 02 00 12 00 27 00 00 00 04 00 ....!...........c.........'.....
24520 02 00 04 00 12 00 45 00 00 00 00 00 02 00 12 00 7f 00 00 00 04 00 02 00 04 00 12 00 54 00 00 00 ......E.....................T...
24540 00 00 02 00 12 00 00 00 aa 0f bc 00 00 00 24 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 03 00 ..............$.................
24560 01 00 00 00 00 00 00 00 05 00 00 00 01 00 00 00 03 00 b0 00 00 00 00 00 00 00 07 00 00 00 01 00 ................................
24580 00 00 03 00 10 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 58 00 00 00 00 00 00 00 06 00 ......................X.........
245a0 00 00 01 00 00 00 03 00 1e 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 03 00 1c 00 00 00 00 00 ................................
245c0 00 00 05 00 00 00 01 00 00 00 03 00 56 00 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 82 00 ............V...................
245e0 00 00 00 00 00 00 08 00 00 00 01 00 00 00 03 00 32 00 00 00 00 00 00 00 06 00 00 00 01 00 00 00 ................2...............
24600 03 00 3d 00 00 00 00 00 00 00 00 00 ea 03 00 00 00 00 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 ..=...................$.........
24620 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 ................................
24640 00 00 0f 00 02 f0 8c 01 00 00 70 01 08 f0 08 00 00 00 03 00 00 00 03 5c 00 00 0f 00 03 f0 24 01 ..........p............\......$.
24660 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ......(.........................
24680 00 00 02 00 0a f0 08 00 00 00 00 5c 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 ...........\..........r.........
246a0 00 00 02 5c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 ac da dc 00 bf 01 ...\......S.....................
246c0 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 ............................`.}.
246e0 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 ................................
24700 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 5c 00 00 ................r............\..
24720 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 dc 2e 23 0f bf 01 00 00 01 00 ff 01 ....S.................#.........
24740 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 ......................`.........
24760 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 ................#...............
24780 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 5c 00 00 00 0c 00 00 83 00 ..........H............\........
247a0 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 ..0.........................h...
247c0 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ................?...............
247e0 ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 ..................33............
24800 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 ..8.......0..........._._._.P.P.
24820 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e2 9b c2 01 70 93 cc 92 0f 00 T.1.0.....................p.....
24840 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 ..$.............................
24860 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 10 02 08 f0 08 00 00 00 03 00 ................................
24880 00 00 03 84 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 ..........$.......(.............
248a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 84 00 00 05 00 00 00 0f 00 ................................
248c0 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 84 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 ..r...................S.........
248e0 00 00 04 00 80 00 b0 db dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 ................................
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24920 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 ............................r...
24940 12 00 0a f0 08 00 00 00 03 84 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 ................S...............
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24980 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 ..`.........................#...
249a0 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 ......................H.........
249c0 00 00 01 84 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 ..............0.................
249e0 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 ........h...................?...
24a00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 ..............................33
24a20 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 ..............8.......0.........
24a40 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 .._._._.P.P.T.1.0...............
24a60 00 00 e7 9b c2 01 d0 a6 0a 05 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e ..............$.................
24a80 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 ................................
24aa0 00 00 20 02 08 f0 08 00 00 00 03 00 00 00 03 88 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 ......................$.......(.
24ac0 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 ................................
24ae0 00 00 00 88 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 88 00 00 20 02 ..............r.................
24b00 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 10 33 dc 00 bf 01 00 00 01 00 ff 01 00 00 ..S................3............
24b20 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 ....................`.}.........
24b40 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 6a 09 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 ..............j.................
24b60 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 88 00 00 20 02 00 00 53 00 0b f0 ........r...................S...
24b80 1e 00 00 00 7f 00 00 00 04 00 80 00 8c b3 dc 00 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 ................................
24ba0 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 ..............`.................
24bc0 00 00 01 00 00 00 0e 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 ................................
24be0 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 88 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 ..H.......................0.....
24c00 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 ....................h...........
24c20 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 ........?.......................
24c40 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 ..........33..............8.....
24c60 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 ..0..........._._._.P.P.T.1.0...
24c80 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e7 9b c2 01 50 69 38 62 0f 00 ee 03 24 02 00 00 02 00 ..................Pi8b....$.....
24ca0 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 ................................
24cc0 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 30 02 08 f0 08 00 00 00 03 00 00 00 03 8c 00 00 0f 00 ..............0.................
24ce0 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 ..$.......(.....................
24d00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 8c 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 ..........................r.....
24d20 0a f0 08 00 00 00 02 8c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 8c 11 ..............S.................
24d40 6a 09 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 j...............................
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24d80 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 ....................r...........
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24de0 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 ....................#...........
24e00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 8c 00 00 00 0c ..............H.................
24e20 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd ......0.........................
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24e60 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc ......................33........
24e80 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 ......8.......0..........._._._.
24ea0 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e8 9b c2 01 f0 e4 P.P.T.1.0.......................
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24f00 00 00 03 00 00 00 03 90 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 ..............$.......(.........
24f20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 90 00 00 05 00 ................................
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25020 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 #.........................H.....
25040 0a f0 08 00 00 00 01 90 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 ..................0.............
25060 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 ............h...................
25080 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 ?...............................
250a0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ..33..............8.......0.....
250c0 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 ......_._._.P.P.T.1.0...........
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25100 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 ................................
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25140 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 ..(.............................
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25180 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 c8 75 dc 00 bf 01 00 00 01 00 ......S................u........
251a0 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 ........................`.}.....
251c0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 dc 00 0f 00 0d f0 0c 00 00 00 00 00 9e 0f ................................
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25260 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 74 00 00 00 0c 00 00 83 00 0b f0 30 00 ......H............t..........0.
25280 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ........................h.......
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252c0 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 ..............33..............8.
252e0 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 ......0..........._._._.P.P.T.1.
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253a0 00 00 12 00 0a f0 08 00 00 00 02 94 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 ..................S.............
253c0 80 00 a0 30 6a 09 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ...0j...........................
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25400 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 ........................r.......
25420 08 00 00 00 03 94 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 30 8d 23 0f ............S...............0.#.
25440 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 ..............................`.
25460 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 ........................#.......
25480 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 94 ..................H.............
254a0 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 ..........0.....................
254c0 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 ....h...................?.......
254e0 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 ..........................33....
25500 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 ..........8.......0..........._.
25520 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e8 9b _._.P.P.T.1.0...................
25540 c2 01 e0 5f f5 c7 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 ..._......$.....................
25560 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 60 02 ..............................`.
25580 08 f0 08 00 00 00 03 00 00 00 03 98 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 ..................$.......(.....
255a0 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 98 ................................
255c0 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 98 00 00 20 02 00 00 53 00 ..........r...................S.
255e0 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 2c 5c 23 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 ..............,\#...............
25600 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b ................`.}.............
25620 08 00 00 00 00 00 00 00 0d 00 6a 09 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 ..........j.....................
25640 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 98 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 ....r...................S.......
25660 7f 00 00 00 04 00 80 00 9c 8c 23 0f bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 03 04 00 00 00 00 ..........#.....................
25680 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 01 00 ..........`.....................
256a0 00 00 0e 00 23 0f 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 01 00 00 00 0f 00 04 f0 48 00 ....#.........................H.
256c0 00 00 12 00 0a f0 08 00 00 00 01 98 00 00 00 0c 00 00 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 ......................0.........
256e0 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 ................h...............
25700 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 ....?...........................
25720 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 ......33..............8.......0.
25740 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 .........._._._.P.P.T.1.0.......
25760 00 00 00 00 eb 2e 08 00 00 00 e8 9b c2 01 60 bb 5c f8 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 ..............`.\.....$.........
25780 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 ................................
257a0 00 00 0f 00 02 f0 8c 01 00 00 70 02 08 f0 08 00 00 00 03 00 00 00 03 9c 00 00 0f 00 03 f0 24 01 ..........p...................$.
257c0 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ......(.........................
257e0 00 00 02 00 0a f0 08 00 00 00 00 9c 00 00 05 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 ......................r.........
25800 00 00 02 9c 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 dc 57 6a 09 bf 01 ..........S................Wj...
25820 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 08 00 00 00 ad 00 20 01 60 15 7d 03 ............................`.}.
25840 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 0d 00 6a 09 0f 00 0d f0 0c 00 00 00 ......................j.........
25860 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 03 9c 00 00 ................r...............
25880 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 00 00 04 00 80 00 24 5b 6a 09 bf 01 00 00 01 00 ff 01 ....S...............$[j.........
258a0 00 00 01 00 01 03 03 04 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 13 0f 0f 00 11 f0 10 00 ......................`.........
258c0 00 00 00 00 c3 0b 08 00 00 00 01 00 00 00 0e 00 6a 09 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 ................j...............
258e0 00 00 01 00 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 9c 00 00 00 0c 00 00 83 00 ..........H.....................
25900 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 bf 01 ..0.........................h...
25920 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ff ff ................?...............
25940 ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 0f 00 ..................33............
25960 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 50 00 ..8.......0..........._._._.P.P.
25980 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 e9 9b c2 01 90 c7 55 45 0f 00 T.1.0.......................UE..
259a0 ee 03 7a 0f 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 15 00 00 00 00 00 00 00 00 00 80 00 00 ..z.............................
259c0 00 00 07 00 12 00 0f 00 0c 04 ea 0e 00 00 0f 00 02 f0 e2 0e 00 00 20 01 08 f0 08 00 00 00 18 00 ................................
259e0 00 00 20 48 00 00 0f 00 03 f0 7a 0e 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 00 00 ...H......z.......(.............
25a00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 02 00 0a f0 08 00 00 00 00 48 00 00 05 00 00 00 0f 00 .......................H........
25a20 04 f0 72 00 00 00 12 00 0a f0 08 00 00 00 02 48 00 00 20 02 00 00 53 00 0b f0 1e 00 00 00 7f 00 ..r............H......S.........
25a40 00 00 04 00 80 00 28 a2 98 09 bf 01 00 00 01 00 ff 01 00 00 01 00 01 03 02 04 00 00 00 00 10 f0 ......(.........................
25a60 08 00 00 00 ad 00 20 01 60 15 7d 03 0f 00 11 f0 10 00 00 00 00 00 c3 0b 08 00 00 00 00 00 00 00 ........`.}.....................
25a80 0d 00 98 09 0f 00 0d f0 0c 00 00 00 00 00 9e 0f 04 00 00 00 00 00 00 00 0f 00 03 f0 c8 0d 00 00 ................................
25aa0 0f 00 04 f0 88 00 00 00 01 00 09 f0 10 00 00 00 20 01 00 00 f0 03 00 00 60 15 00 00 1a 0f 00 00 ........................`.......
25ac0 02 00 0a f0 08 00 00 00 20 48 00 00 01 02 00 00 13 00 0b f0 06 00 00 00 7f 00 00 01 00 01 23 00 .........H....................#.
25ae0 22 f1 22 00 00 00 9f 03 03 00 00 00 a0 c3 16 00 00 00 04 00 04 00 04 00 d0 02 00 00 c9 02 00 00 ".".............................
25b00 c8 02 00 00 c9 02 00 00 00 00 10 f0 08 00 00 00 f0 03 20 01 60 15 1a 0f 0f 00 11 f0 10 00 00 00 ....................`...........
25b20 00 00 c3 0b 08 00 00 00 01 00 00 00 13 00 98 09 0f 00 04 f0 c2 00 00 00 12 00 0a f0 08 00 00 00 ................................
25b40 10 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 ac bd d7 00 bf 00 00 00 .H..........<...................
25b60 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 ................................
25b80 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 a0 0e 00 00 51 0c 00 00 60 15 00 00 ......?.................Q...`...
25ba0 1a 0f 00 00 0f 00 0d f0 4e 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 06 00 00 00 ........N.......................
25bc0 32 32 2e 39 36 25 00 00 a1 0f 16 00 00 00 07 00 00 00 00 00 01 08 00 00 00 00 01 00 07 00 00 00 22.96%..........................
25be0 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 c2 00 ....................@.`.........
25c00 00 00 12 00 0a f0 08 00 00 00 0f 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 ...........H..........<.........
25c20 80 00 58 b8 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 ..X.............................
25c40 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 50 0a ................?.............P.
25c60 00 00 51 0c 00 00 a0 0e 00 00 1a 0f 00 00 0f 00 0d f0 4e 00 00 00 00 00 9f 0f 04 00 00 00 07 00 ..Q...............N.............
25c80 00 00 00 00 a8 0f 06 00 00 00 34 33 2e 36 39 25 00 00 a1 0f 16 00 00 00 07 00 00 00 00 00 01 08 ..........43.69%................
25ca0 00 00 00 00 01 00 07 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 ..............................@.
25cc0 60 03 80 04 0f 00 04 f0 d7 00 00 00 12 00 0a f0 08 00 00 00 0e 48 00 00 02 0a 00 00 a3 00 0b f0 `....................H..........
25ce0 3c 00 00 00 7f 00 00 00 04 00 80 00 c0 1a d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 <...............................
25d00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 ..........................?.....
25d20 00 00 0f f0 10 00 00 00 20 01 00 00 51 0c 00 00 50 0a 00 00 1a 0f 00 00 0f 00 0d f0 63 00 00 00 ............Q...P...........c...
25d40 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 1b 00 00 00 55 6e 73 75 70 65 72 76 69 73 65 64 ....................Unsupervised
25d60 2c 20 0d 42 57 20 65 73 74 69 6d 61 74 65 64 00 00 a1 0f 16 00 00 00 1c 00 00 00 00 00 01 08 00 ,..BW.estimated.................
25d80 00 00 00 01 00 1c 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 .............................@.`
25da0 03 80 04 0f 00 04 f0 c2 00 00 00 12 00 0a f0 08 00 00 00 0d 48 00 00 02 0a 00 00 a3 00 0b f0 3c ....................H..........<
25dc0 00 00 00 7f 00 00 00 04 00 80 00 84 40 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 ............@...................
25de0 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 .........................?......
25e00 00 0f f0 10 00 00 00 a0 0e 00 00 89 09 00 00 60 15 00 00 51 0c 00 00 0f 00 0d f0 4e 00 00 00 00 ...............`...Q.......N....
25e20 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 06 00 00 00 35 30 2e 30 34 25 00 00 a1 0f 16 00 00 ...................50.04%.......
25e40 00 07 00 00 00 00 00 01 08 00 00 00 00 01 00 07 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 ................................
25e60 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 c2 00 00 00 12 00 0a f0 08 00 00 00 0c 48 00 .......@.`....................H.
25e80 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 ec 7c d7 00 bf 00 00 00 02 00 81 .........<............|.........
25ea0 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 ................................
25ec0 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 50 0a 00 00 89 09 00 00 a0 0e 00 00 51 0c 00 ...?.............P...........Q..
25ee0 00 0f 00 0d f0 4e 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 06 00 00 00 38 30 2e .....N.......................80.
25f00 30 39 25 00 00 a1 0f 16 00 00 00 07 00 00 00 00 00 01 08 00 00 00 00 01 00 07 00 00 00 00 00 00 09%.............................
25f20 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 d5 00 00 00 12 .................@.`............
25f40 00 0a f0 08 00 00 00 0b 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 ec ........H..........<............
25f60 9a d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 ................................
25f80 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 20 01 00 00 89 .............?..................
25fa0 09 00 00 50 0a 00 00 51 0c 00 00 0f 00 0d f0 61 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 ...P...Q.......a................
25fc0 00 a8 0f 19 00 00 00 53 75 70 65 72 76 69 73 65 64 2c 20 0d 42 57 20 65 73 74 69 6d 61 74 65 64 .......Supervised,..BW.estimated
25fe0 00 00 a1 0f 16 00 00 00 1a 00 00 00 00 00 01 08 00 00 00 00 01 00 1a 00 00 00 00 00 00 00 00 00 ................................
26000 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 c1 00 00 00 12 00 0a f0 ..............@.`...............
26020 08 00 00 00 0a 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 f4 33 d7 00 .....H..........<............3..
26040 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 ................................
26060 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 a0 0e 00 00 c0 06 00 00 ..........?.....................
26080 60 15 00 00 89 09 00 00 0f 00 0d f0 4d 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f `...........M...................
260a0 05 00 00 00 39 38 2e 30 25 00 00 a1 0f 16 00 00 00 06 00 00 00 00 00 01 08 00 00 00 00 01 00 06 ....98.0%.......................
260c0 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 .......................@.`......
260e0 f0 c0 00 00 00 12 00 0a f0 08 00 00 00 09 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 ..............H..........<......
26100 00 04 00 80 00 44 d9 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 .....D..........................
26120 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 ...................?............
26140 00 50 0a 00 00 c0 06 00 00 a0 0e 00 00 89 09 00 00 0f 00 0d f0 4c 00 00 00 00 00 9f 0f 04 00 00 .P...................L..........
26160 00 07 00 00 00 00 00 a8 0f 04 00 00 00 31 30 30 25 00 00 a1 0f 16 00 00 00 05 00 00 00 00 00 01 .............100%...............
26180 08 00 00 00 00 01 00 05 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 ...............................@
261a0 02 60 03 80 04 0f 00 04 f0 ce 00 00 00 12 00 0a f0 08 00 00 00 08 48 00 00 02 0a 00 00 a3 00 0b .`....................H.........
261c0 f0 3c 00 00 00 7f 00 00 00 04 00 80 00 38 c7 d7 00 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 .<...........8..................
261e0 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 ...........................?....
26200 00 00 00 0f f0 10 00 00 00 20 01 00 00 c0 06 00 00 50 0a 00 00 89 09 00 00 0f 00 0d f0 5a 00 00 .................P...........Z..
26220 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 12 00 00 00 52 65 6c 61 74 69 76 65 20 46 72 .....................Relative.Fr
26240 65 71 75 65 6e 63 79 00 00 a1 0f 16 00 00 00 13 00 00 00 00 00 01 08 00 00 00 00 01 00 13 00 00 equency.........................
26260 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 cc .....................@.`........
26280 00 00 00 12 00 0a f0 08 00 00 00 07 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 ............H..........<........
262a0 00 80 00 80 6d 98 09 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 ....m...........................
262c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 a0 .................?..............
262e0 0e 00 00 f0 03 00 00 60 15 00 00 c0 06 00 00 0f 00 0d f0 58 00 00 00 00 00 9f 0f 04 00 00 00 07 .......`...........X............
26300 00 00 00 00 00 a8 0f 10 00 00 00 35 30 30 30 20 77 6f 72 64 20 63 6f 72 70 75 73 00 00 a1 0f 16 ...........5000.word.corpus.....
26320 00 00 00 11 00 00 00 00 00 01 08 00 00 00 00 01 00 11 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 ................................
26340 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 04 f0 cb 00 00 00 12 00 0a f0 08 00 00 00 06 .........@.`....................
26360 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 00 00 7f 00 00 00 04 00 80 00 38 20 98 09 bf 00 00 00 02 H..........<...........8........
26380 00 81 01 04 00 00 08 83 01 00 00 00 08 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 ................................
263a0 02 02 00 00 08 3f 02 00 00 02 00 00 00 0f f0 10 00 00 00 50 0a 00 00 f0 03 00 00 a0 0e 00 00 c0 .....?.............P............
263c0 06 00 00 0f 00 0d f0 57 00 00 00 00 00 9f 0f 04 00 00 00 07 00 00 00 00 00 a8 0f 0f 00 00 00 32 .......W.......................2
263e0 30 30 20 77 6f 72 64 20 63 6f 72 70 75 73 00 00 a1 0f 16 00 00 00 10 00 00 00 00 00 01 08 00 00 00.word.corpus..................
26400 00 00 01 00 10 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 ............................@.`.
26420 80 04 0f 00 04 f0 b4 00 00 00 12 00 0a f0 08 00 00 00 05 48 00 00 02 0a 00 00 a3 00 0b f0 3c 00 ...................H..........<.
26440 00 00 7f 00 00 00 04 00 80 00 04 7d 98 09 bf 00 00 00 02 00 81 01 04 00 00 08 83 01 00 00 00 08 ...........}....................
26460 bf 01 01 00 15 00 c0 01 01 00 00 08 ff 01 00 00 08 00 01 02 02 00 00 08 3f 02 00 00 02 00 00 00 ........................?.......
26480 0f f0 10 00 00 00 20 01 00 00 f0 03 00 00 50 0a 00 00 c0 06 00 00 0f 00 0d f0 40 00 00 00 00 00 ..............P...........@.....
264a0 9f 0f 04 00 00 00 07 00 00 00 00 00 a1 0f 16 00 00 00 01 00 00 00 00 00 01 08 00 00 00 00 01 00 ................................
264c0 01 00 00 00 00 00 00 00 00 00 a6 0f 0e 00 00 00 f8 00 00 00 00 00 20 01 40 02 60 03 80 04 0f 00 ........................@.`.....
264e0 04 f0 60 00 00 00 42 01 0a f0 08 00 00 00 11 48 00 00 02 0a 00 00 83 00 0b f0 30 00 00 00 bf 01 ..`...B........H..........0.....
26500 00 00 10 00 c0 01 01 00 00 08 cb 01 9f 6f 00 00 d7 01 01 00 00 00 ff 01 08 00 0a 00 01 02 02 00 .............o..................
26520 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 f0 03 00 00 60 15 ..?...........................`.
26540 00 00 f0 03 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 12 48 00 00 02 0a 00 00 73 00 ..........Z...B........H......s.
26560 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 08 00 0a 00 01 02 ..*..................1..........
26580 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 c0 06 00 00 ....?...........................
265a0 60 15 00 00 c0 06 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 13 48 00 00 02 0a 00 00 `...........Z...B........H......
265c0 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 08 00 0a 00 s...*..................1........
265e0 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 89 09 ......?.........................
26600 00 00 60 15 00 00 89 09 00 00 0f 00 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 14 48 00 00 02 0a ..`...........Z...B........H....
26620 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 08 00 ..s...*..................1......
26640 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 ........?.......................
26660 51 0c 00 00 60 15 00 00 51 0c 00 00 0f 00 04 f0 60 00 00 00 42 01 0a f0 08 00 00 00 15 48 00 00 Q...`...Q.......`...B........H..
26680 02 0a 00 00 83 00 0b f0 30 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9f 6f 00 00 d7 01 ........0..................o....
266a0 01 00 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 ................?...............
266c0 10 00 00 00 20 01 00 00 1a 0f 00 00 60 15 00 00 1a 0f 00 00 0f 00 04 f0 60 00 00 00 42 01 0a f0 ............`...........`...B...
266e0 08 00 00 00 16 48 00 00 02 0a 00 00 83 00 0b f0 30 00 00 00 bf 01 00 00 10 00 c0 01 01 00 00 08 .....H..........0...............
26700 cb 01 9f 6f 00 00 d7 01 01 00 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 bf 02 ...o....................?.......
26720 00 00 08 00 00 00 0f f0 10 00 00 00 20 01 00 00 f0 03 00 00 20 01 00 00 1a 0f 00 00 0f 00 04 f0 ................................
26740 5a 00 00 00 42 01 0a f0 08 00 00 00 17 48 00 00 02 0a 00 00 73 00 0b f0 2a 00 00 00 bf 01 00 00 Z...B........H......s...*.......
26760 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 02 00 ...........1..............?.....
26780 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 50 0a 00 00 f0 03 00 00 50 0a 00 00 1a 0f 00 00 0f 00 ..............P.......P.........
267a0 04 f0 5a 00 00 00 42 01 0a f0 08 00 00 00 18 48 00 00 02 0a 00 00 73 00 0b f0 2a 00 00 00 bf 01 ..Z...B........H......s...*.....
267c0 00 00 10 00 c0 01 01 00 00 08 cb 01 9c 31 00 00 ff 01 08 00 0a 00 01 02 02 00 00 08 3f 02 00 00 .............1..............?...
267e0 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 a0 0e 00 00 f0 03 00 00 a0 0e 00 00 1a 0f 00 00 ................................
26800 0f 00 04 f0 60 00 00 00 42 01 0a f0 08 00 00 00 19 48 00 00 02 0a 00 00 83 00 0b f0 30 00 00 00 ....`...B........H..........0...
26820 bf 01 00 00 10 00 c0 01 01 00 00 08 cb 01 9f 6f 00 00 d7 01 01 00 00 00 ff 01 08 00 0a 00 01 02 ...............o................
26840 02 00 00 08 3f 02 00 00 02 00 bf 02 00 00 08 00 00 00 0f f0 10 00 00 00 60 15 00 00 f0 03 00 00 ....?...................`.......
26860 60 15 00 00 1a 0f 00 00 0f 00 04 f0 48 00 00 00 12 00 0a f0 08 00 00 00 01 48 00 00 00 0c 00 00 `...........H............H......
26880 83 00 0b f0 30 00 00 00 81 01 00 00 00 08 83 01 05 00 00 08 93 01 8e 9f 8b 00 94 01 de bd 68 00 ....0.........................h.
268a0 bf 01 12 00 12 00 ff 01 00 00 08 00 04 03 09 00 00 00 3f 03 01 00 01 00 10 00 f0 07 20 00 00 00 ..................?.............
268c0 ff ff ff 00 00 00 00 00 80 80 80 00 00 00 00 00 bb e0 e3 00 33 33 99 00 00 99 99 00 99 cc 00 00 ....................33..........
268e0 0f 00 88 13 38 00 00 00 0f 00 8a 13 30 00 00 00 00 00 ba 0f 10 00 00 00 5f 00 5f 00 5f 00 50 00 ....8.......0..........._._._.P.
26900 50 00 54 00 31 00 30 00 00 00 8b 13 10 00 00 00 00 00 eb 2e 08 00 00 00 df 9b c2 01 30 d6 a1 e0 P.T.1.0.....................0...
26920 0f 00 ee 03 24 02 00 00 02 00 ef 03 18 00 00 00 01 00 00 00 0d 0e 00 00 00 00 00 00 00 00 00 80 ....$...........................
26940 00 00 00 00 07 00 12 00 0f 00 0c 04 94 01 00 00 0f 00 02 f0 8c 01 00 00 80 02 08 f0 08 00 00 00 ................................
26960 03 00 00 00 03 a0 00 00 0f 00 03 f0 24 01 00 00 0f 00 04 f0 28 00 00 00 01 00 09 f0 10 00 00 00 ............$.......(...........
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27a00 01 01 00 00 02 01 00 00 03 01 00 00 04 01 00 00 05 01 00 00 06 01 00 00 07 01 00 00 08 01 00 00 ................................
27a20 09 01 00 00 0a 01 00 00 0b 01 00 00 0c 01 00 00 0d 01 00 00 0e 01 00 00 0f 01 00 00 10 01 00 00 ................................
27a40 11 01 00 00 12 01 00 00 13 01 00 00 14 01 00 00 15 01 00 00 16 01 00 00 17 01 00 00 18 01 00 00 ................................
27a60 19 01 00 00 1a 01 00 00 1b 01 00 00 1c 01 00 00 1d 01 00 00 1e 01 00 00 1f 01 00 00 20 01 00 00 ................................
27a80 21 01 00 00 22 01 00 00 23 01 00 00 24 01 00 00 25 01 00 00 26 01 00 00 27 01 00 00 28 01 00 00 !..."...#...$...%...&...'...(...
27aa0 29 01 00 00 2a 01 00 00 2b 01 00 00 2c 01 00 00 2d 01 00 00 2e 01 00 00 2f 01 00 00 30 01 00 00 )...*...+...,...-......./...0...
27ac0 31 01 00 00 32 01 00 00 33 01 00 00 34 01 00 00 35 01 00 00 36 01 00 00 37 01 00 00 38 01 00 00 1...2...3...4...5...6...7...8...
27ae0 39 01 00 00 3a 01 00 00 fe ff ff ff fd ff ff ff fd ff ff ff ff ff ff ff fd ff ff ff fe ff ff ff 9...:...........................
27b00 4a 00 00 00 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff J...............................
27b20 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27b40 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27b60 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27b80 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27ba0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27bc0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27be0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
27c00 6e 00 17 00 00 00 4d 69 63 72 6f 73 6f 66 74 20 45 71 75 61 74 69 6f 6e 20 33 2e 30 00 22 00 00 n.....Microsoft.Equation.3.0."..
27c20 00 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 .Tagging.with.Hidden.Markov.Mode
27c40 6c 73 00 11 00 00 00 54 68 65 20 54 61 67 67 69 6e 67 20 54 61 73 6b 00 17 00 00 00 48 69 64 64 ls.....The.Tagging.Task.....Hidd
27c60 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 31 00 17 00 00 00 48 69 64 64 65 6e 20 4d 61 en.Markov.Models.1.....Hidden.Ma
27c80 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 32 00 17 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 rkov.Models.2.....Hidden.Markov.
27ca0 4d 6f 64 65 6c 73 20 33 00 17 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c Models.3.....Hidden.Markov.Model
27cc0 73 20 34 00 12 00 00 00 46 6f 72 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 00 13 00 00 00 42 61 s.4.....Forward.Algorithm.....Ba
27ce0 63 6b 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 00 19 00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 ckward.Algorithm.....Baum-Welch.
27d00 52 65 2d 65 73 74 69 6d 61 74 69 6f 6e 00 0e 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 00 Re-estimation.....HMM.Tagging.1.
27d20 0e 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 32 00 18 00 00 00 48 4d 4d 20 54 61 67 67 69 6e ....HMM.Tagging.2.....HMM.Taggin
27d40 67 3a 20 50 69 74 66 61 6c 6c 73 20 31 00 18 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 g:.Pitfalls.1.....HMM.Tagging:.P
27d60 69 74 66 61 6c 6c 73 20 32 00 1a 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 itfalls.2.....HMM.Tagging:.Prior
27d80 20 57 6f 72 6b 20 31 00 1a 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 .Work.1.....HMM.Tagging:.Prior.W
27da0 6f 72 6b 20 32 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 ork.2.....Constraints.and.HMM.Ta
27dc0 00 00 f6 0f 2c 00 00 00 14 00 00 00 5f c0 91 e3 69 04 02 00 14 00 f4 03 03 00 9e 00 4b 61 72 6c ....,......._...i...........Karl
27de0 68 65 69 6e 7a 20 4d 6f 72 67 65 6e 72 6f 74 68 08 00 00 00 4b 00 61 00 72 00 6c 00 68 00 65 00 heinz.Morgenroth....K.a.r.l.h.e.
27e00 01 00 00 00 02 00 00 00 03 00 00 00 04 00 00 00 05 00 00 00 06 00 00 00 07 00 00 00 ba 00 00 00 ................................
27e20 09 00 00 00 0a 00 00 00 0b 00 00 00 0c 00 00 00 0d 00 00 00 0e 00 00 00 0f 00 00 00 10 00 00 00 ................................
27e40 11 00 00 00 12 00 00 00 13 00 00 00 14 00 00 00 15 00 00 00 16 00 00 00 17 00 00 00 18 00 00 00 ................................
27e60 19 00 00 00 1a 00 00 00 1b 00 00 00 1c 00 00 00 1d 00 00 00 1e 00 00 00 1f 00 00 00 20 00 00 00 ................................
27e80 21 00 00 00 22 00 00 00 23 00 00 00 24 00 00 00 25 00 00 00 26 00 00 00 27 00 00 00 28 00 00 00 !..."...#...$...%...&...'...(...
27ea0 29 00 00 00 2a 00 00 00 2b 00 00 00 2c 00 00 00 2d 00 00 00 2e 00 00 00 2f 00 00 00 30 00 00 00 )...*...+...,...-......./...0...
27ec0 31 00 00 00 32 00 00 00 33 00 00 00 34 00 00 00 35 00 00 00 36 00 00 00 37 00 00 00 38 00 00 00 1...2...3...4...5...6...7...8...
27ee0 39 00 00 00 3a 00 00 00 3b 00 00 00 3c 00 00 00 3d 00 00 00 3e 00 00 00 3f 00 00 00 40 00 00 00 9...:...;...<...=...>...?...@...
27f00 41 00 00 00 42 00 00 00 43 00 00 00 44 00 00 00 45 00 00 00 46 00 00 00 47 00 00 00 48 00 00 00 A...B...C...D...E...F...G...H...
27f20 64 00 00 00 ff ff ff ff fe ff ff ff 4c 00 00 00 4d 00 00 00 4e 00 00 00 4f 00 00 00 50 00 00 00 d...........L...M...N...O...P...
27f40 51 00 00 00 52 00 00 00 53 00 00 00 54 00 00 00 55 00 00 00 56 00 00 00 57 00 00 00 58 00 00 00 Q...R...S...T...U...V...W...X...
27f60 59 00 00 00 5a 00 00 00 5b 00 00 00 5c 00 00 00 5d 00 00 00 5e 00 00 00 5f 00 00 00 60 00 00 00 Y...Z...[...\...]...^..._...`...
27f80 7e 00 00 00 ff ff ff ff ff ff ff ff fe ff ff ff 65 00 00 00 66 00 00 00 67 00 00 00 68 00 00 00 ~...............e...f...g...h...
27fa0 69 00 00 00 6a 00 00 00 6b 00 00 00 6c 00 00 00 6d 00 00 00 6e 00 00 00 6f 00 00 00 70 00 00 00 i...j...k...l...m...n...o...p...
27fc0 71 00 00 00 72 00 00 00 73 00 00 00 74 00 00 00 75 00 00 00 76 00 00 00 77 00 00 00 78 00 00 00 q...r...s...t...u...v...w...x...
27fe0 4b 00 00 00 ff ff ff ff 7b 00 00 00 7c 00 00 00 7d 00 00 00 40 01 00 00 80 00 00 00 ff ff ff ff K.......{...|...}...@...........
28000 01 00 00 00 02 00 00 00 03 00 00 00 04 00 00 00 05 00 00 00 06 00 00 00 07 00 00 00 08 00 00 00 ................................
28020 09 00 00 00 0a 00 00 00 0b 00 00 00 0c 00 00 00 0d 00 00 00 0e 00 00 00 0f 00 00 00 10 00 00 00 ................................
28040 11 00 00 00 12 00 00 00 13 00 00 00 14 00 00 00 15 00 00 00 16 00 00 00 17 00 00 00 18 00 00 00 ................................
28060 19 00 00 00 fe ff ff ff 1b 00 00 00 1c 00 00 00 1d 00 00 00 1e 00 00 00 1f 00 00 00 20 00 00 00 ................................
28080 21 00 00 00 22 00 00 00 23 00 00 00 24 00 00 00 25 00 00 00 26 00 00 00 29 00 00 00 fe ff ff ff !..."...#...$...%...&...).......
280a0 ff ff ff ff 2a 00 00 00 2b 00 00 00 2c 00 00 00 2d 00 00 00 2e 00 00 00 2f 00 00 00 fe ff ff ff ....*...+...,...-......./.......
280c0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
280e0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
28100 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
28120 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
28140 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
28160 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
28180 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
281a0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
281c0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
281e0 ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ff ................................
28200 6e 00 17 00 00 00 4d 69 63 72 6f 73 6f 66 74 20 45 71 75 61 74 69 6f 6e 20 33 2e 30 00 22 00 00 n.....Microsoft.Equation.3.0."..
28220 00 54 61 67 67 69 6e 67 20 77 69 74 68 20 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 .Tagging.with.Hidden.Markov.Mode
28240 6c 73 00 11 00 00 00 54 68 65 20 54 61 67 67 69 6e 67 20 54 61 73 6b 00 17 00 00 00 48 69 64 64 ls.....The.Tagging.Task.....Hidd
28260 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 31 00 17 00 00 00 48 69 64 64 65 6e 20 4d 61 en.Markov.Models.1.....Hidden.Ma
28280 72 6b 6f 76 20 4d 6f 64 65 6c 73 20 32 00 17 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 rkov.Models.2.....Hidden.Markov.
282a0 4d 6f 64 65 6c 73 20 33 00 17 00 00 00 48 69 64 64 65 6e 20 4d 61 72 6b 6f 76 20 4d 6f 64 65 6c Models.3.....Hidden.Markov.Model
282c0 73 20 34 00 12 00 00 00 46 6f 72 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 00 13 00 00 00 42 61 s.4.....Forward.Algorithm.....Ba
282e0 63 6b 77 61 72 64 20 41 6c 67 6f 72 69 74 68 6d 00 19 00 00 00 42 61 75 6d 2d 57 65 6c 63 68 20 ckward.Algorithm.....Baum-Welch.
28300 52 65 2d 65 73 74 69 6d 61 74 69 6f 6e 00 0e 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 31 00 Re-estimation.....HMM.Tagging.1.
28320 0e 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 20 32 00 18 00 00 00 48 4d 4d 20 54 61 67 67 69 6e ....HMM.Tagging.2.....HMM.Taggin
28340 67 3a 20 50 69 74 66 61 6c 6c 73 20 31 00 18 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 g:.Pitfalls.1.....HMM.Tagging:.P
28360 69 74 66 61 6c 6c 73 20 32 00 1a 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 itfalls.2.....HMM.Tagging:.Prior
28380 20 57 6f 72 6b 20 31 00 1a 00 00 00 48 4d 4d 20 54 61 67 67 69 6e 67 3a 20 50 72 69 6f 72 20 57 .Work.1.....HMM.Tagging:.Prior.W
283a0 6f 72 6b 20 32 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 54 61 ork.2.....Constraints.and.HMM.Ta
283c0 00 00 f6 0f 24 00 00 00 14 00 00 00 5f c0 91 e3 69 04 02 00 0c 00 f4 03 03 00 00 00 41 6e 6f 6f ....$......._...i...........Anoo
283e0 70 20 53 61 72 6b 61 72 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 p.Sarkar........................
28400 69 00 6e 00 7a 00 20 00 4d 00 6f 00 72 00 67 00 65 00 6e 00 72 00 6f 00 74 00 68 00 00 6e 00 67 i.n.z...M.o.r.g.e.n.r.o.t.h..n.g
28420 00 20 00 53 00 63 00 69 00 65 00 6e 00 63 00 65 00 00 00 40 00 22 41 72 69 61 6c 00 00 00 00 00 ...S.c.i.e.n.c.e...@."Arial.....
28440 67 67 69 6e 67 20 31 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d 4d 20 gging.1.....Constraints.and.HMM.
28460 54 61 67 67 69 6e 67 20 32 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 48 4d Tagging.2.....Constraints.and.HM
28480 4d 20 54 61 67 67 69 6e 67 20 33 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e 64 20 M.Tagging.3.....Constraints.and.
284a0 48 4d 4d 20 54 61 67 67 69 6e 67 20 34 00 1e 00 00 00 43 6f 6e 73 74 72 61 69 6e 74 73 20 61 6e HMM.Tagging.4.....Constraints.an
284c0 64 20 48 4d 4d 20 54 61 67 67 69 6e 67 20 35 00 15 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 4d 6f d.HMM.Tagging.5.....reMarker:.Mo
284e0 74 69 76 61 74 69 6f 6e 00 16 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 54 68 65 20 52 65 61 6c 69 tivation.....reMarker:.The.Reali
28500 74 79 00 11 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 4d 65 74 68 6f 64 00 15 00 00 00 72 65 4d 61 ty.....reMarker:.Method.....reMa
28520 72 6b 65 72 3a 20 45 78 70 65 72 69 6d 65 6e 74 00 12 00 00 00 72 65 4d 61 72 6b 65 72 3a 20 52 rker:.Experiment.....reMarker:.R
28540 65 73 75 6c 74 73 00 0c 00 00 00 46 75 74 75 72 65 20 57 6f 72 6b 00 0b 00 00 00 52 65 66 65 72 esults.....Future.Work.....Refer
28560 65 6e 63 65 73 00 0c 10 00 00 08 00 00 00 1e 00 00 00 0b 00 00 00 46 6f 6e 74 73 20 55 73 65 64 ences.................Fonts.Used
28580 00 03 00 00 00 02 00 00 00 1e 00 00 00 10 00 00 00 44 65 73 69 67 6e 20 54 65 6d 70 6c 61 74 65 .................Design.Template
285a0 00 03 00 00 00 01 00 00 00 1e 00 00 00 15 00 00 00 45 6d 62 65 64 64 65 64 20 4f 4c 45 20 53 65 .................Embedded.OLE.Se
285c0 72 76 65 72 73 00 03 00 00 00 01 00 00 00 1e 00 00 00 0d 00 00 00 53 6c 69 64 65 20 54 69 74 6c rvers.................Slide.Titl
285e0 65 73 00 03 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 04 00 00 00 2d 01 03 00 04 00 00 00 2e 01 es....................-.........
generated by cgit v1.2.3 (git 2.39.1) at 2024-12-25 08:57:27 +0000