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June 1999
718 pp.
$82.00/£60.95 (CLOTH)
Short

ISBN-10:
0-262-13360-1
ISBN-13:
978-0-262-13360-9

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Table of Contents
 < BACK
Foundations of Statistical Natural Language Processing
Christopher D. Manning and Hinrich Schütze

List of Tablesxv
List of Figuresxxi
Table of Notationsxxv
Preface
Download Chapter as PDF Sample Chapter - Download PDF (85 KB)		xxix
Road Map
Download Chapter as PDF Sample Chapter - Download PDF (94 KB)		xxxv
IPreliminaries1
1Introduction
Download Chapter as PDF Sample Chapter - Download PDF (263 KB)		3
2Mathematical Foundations39
3Linguistic Essentials81
4Corpus-Based Work117
IIWords 149
5Collocations151
6Statistical Inference: n-gram Models over Sparse Data191
7Word Sense Disambiguation229
8Lexical Acquisition265
IIIGrammar 315
9Markov Models317
10Part-of-Speech Tagging341
11Probabilistic Context Free Grammars381
12Probabilistic Parsing407
IVApplications and Techniques 461
13Statistical Alignment and Machine Translation463
14Clustering495
15Topics in Information Retrieval529
16Text Categorization575
Tiny Statistical Tables609
Bibliography
Download Chapter as PDF Sample Chapter - Download PDF (263 KB)		611
Index
Download Chapter as PDF Sample Chapter - Download PDF (130 KB)		657
  
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