Notes on computational linguistics.pdf - UCLA Department of ...

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Stabler - Lx 185/209 2003 James Joyce’s Ulysses fitsZipf’shypothesisfairlywell,withsomefalling off at the highest and lowest ranks. Frequency 1000 100 10 1 10 100 Rank 1000 Most word occurrences are occurrences of those few types that occur very frequently. 127
Stabler - Lx 185/209 2003 We get almost the same curve for other texts and collections of texts: Percentage frequency 10 1 0.1 0.01 0.001 Brown Corpus Lob Corpus Wall Street Journal Bible Shakespeare Austen 0.0001 1 10 100 Rank 1000 10000 NB: Zipf’s relationship holds when texts are combined into a corpus – what explains this? Also, the same kind of curve with steeper fall for n-grams (Brown corpus): Frequency 10000 1000 100 10 types bigrams trigrams 1 1 10 100 1000 Rank 10000 100000 128
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Notes on computati
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Stabler - Lx 185/209 2003 Linguisti
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Stabler - Lx 185/209 2003 1 Setting
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Stabler - Lx 185/209 2003 1.2 Propo
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Stabler - Lx 185/209 2003 (8) Pitfa
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Stabler - Lx 185/209 2003 In fact,
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Stabler - Lx 185/209 2003 10. Call
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Stabler - Lx 185/209 2003 compute s
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Stabler - Lx 185/209 2003 (11) Pred
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Stabler - Lx 185/209 2003 1.6 The l
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Stabler - Lx 185/209 2003 L0 and L1
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Stabler - Lx 185/209 2003 Exercises
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Stabler - Lx 185/209 2003 3 more ex
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Stabler - Lx 185/209 2003 2 Recogni
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Stabler - Lx 185/209 2003 (8) Then
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Stabler - Lx 185/209 2003 (13) The
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Stabler - Lx 185/209 2003 Problem (
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Stabler - Lx 185/209 2003 1 ?- [col
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Stabler - Lx 185/209 2003 lex(’th
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Stabler - Lx 185/209 2003 2 ?- ([
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Stabler - Lx 185/209 2003 (3) Dalry
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Stabler - Lx 185/209 2003 3.3 Recog
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Stabler - Lx 185/209 2003 (22) Supp
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Stabler - Lx 185/209 2003 (27) With
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Stabler - Lx 185/209 2003 (31) tcl/
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Stabler - Lx 185/209 2003 A c-comma
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Stabler - Lx 185/209 2003 (46) Does
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Stabler - Lx 185/209 2003 m. The id
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Stabler - Lx 185/209 2003 4 Brief d
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Stabler - Lx 185/209 2003 (50) Nem
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Stabler - Lx 185/209 2003 5 Trees,
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Stabler - Lx 185/209 2003 children(
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Stabler - Lx 185/209 2003 5.3 Movem
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Stabler - Lx 185/209 2003 a. d e c
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Stabler - Lx 185/209 2003 children(
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Stabler - Lx 185/209 2003 adjoin_no
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Stabler - Lx 185/209 2003 (37) With
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Stabler - Lx 185/209 2003 dP3 maria
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Stabler - Lx 185/209 2003 The 4 Eng
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Stabler - Lx 185/209 2003 9.1.4 Fou
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Stabler - Lx 185/209 2003 (21) The
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Stabler - Lx 185/209 2003 :- [’pp
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Stabler - Lx 185/209 2003 9.2.2 Som
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Stabler - Lx 185/209 2003 who laugh
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Stabler - Lx 185/209 2003 Kayne ass
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Stabler - Lx 185/209 2003 (32) Vari
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Stabler - Lx 185/209 2003 dP t 3 v
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Stabler - Lx 185/209 2003 10 Toward
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Stabler - Lx 185/209 2003 We can en
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Stabler - Lx 185/209 2003 Head move
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Stabler - Lx 185/209 2003 D which w
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Stabler - Lx 185/209 2003 CP C’ C
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Stabler - Lx 185/209 2003 CP C’ C
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Stabler - Lx 185/209 2003 that::=T
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Stabler - Lx 185/209 2003 T t C C S
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Stabler - Lx 185/209 2003 10.3.4 AP
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Stabler - Lx 185/209 2003 T t C C C
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Stabler - Lx 185/209 2003 10.3.6 Co
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Stabler - Lx 185/209 2003 10.4 Modi
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Stabler - Lx 185/209 2003 10.5 Summ
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Stabler - Lx 185/209 2003 10.5.1 Re
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Stabler - Lx 185/209 2003 10.6.3 Mu
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Stabler - Lx 185/209 2003 10.6.5 Pi
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Stabler - Lx 185/209 2003 CP C’ C
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Stabler - Lx 185/209 2003 but also
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Stabler - Lx 185/209 2003 And if yo
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Stabler - Lx 185/209 2003 sentence:
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Stabler - Lx 185/209 2003 Example:
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Stabler - Lx 185/209 2003 15.1 Mono
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Stabler - Lx 185/209 2003 Example:
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Stabler - Lx 185/209 2003 16 Harder
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Stabler - Lx 185/209 2003 A first,
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Stabler - Lx 185/209 2003 non-demon
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Stabler - Lx 185/209 2003 16.4 Scop
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Stabler - Lx 185/209 2003 16.5 Infe
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Stabler - Lx 185/209 2003 Extra cre
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Stabler - Lx 185/209 2003 CP C’ C
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Stabler - Lx 185/209 2003 (5) In su
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Stabler - Lx 185/209 2003 (7) Anoth
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Stabler - Lx 185/209 2003 17.2.1 A
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Stabler - Lx 185/209 2003 Reference
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Stabler - Lx 185/209 2003 Cornell,
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Stabler - Lx 185/209 2003 Hale, Joh
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Stabler - Lx 185/209 2003 Kraft, L.
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Stabler - Lx 185/209 2003 Pollock,
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Stabler - Lx 185/209 2003 Stabler,
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Index (x, y), openintervalfromx to
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Stabler - Lx 185/209 2003 Herbrand,
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Stabler - Lx 185/209 2003 Seki, Hir
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