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Tables of Contents for Speech and Language Processing
Chapter/Section Title
Page #
Page Count
Preface
xxi
Introduction
1
18
I Words
19
266
Regular Expressions and Automata
21
36
Morphology and Finite-State Transducers
57
34
Computational Phonology and Text-to-Speech
91
50
Probabilistic Models of Pronunciation and Spelling
141
50
N-grams
191
44
HMMs and Speech Recognition
235
50
II Syntax
285
214
Word Classes and Part-of-Speech Tagging
287
36
Context-Free Grammars for English
323
34
Parsing with Context-Free Grammars
357
38
Features and Unification
395
52
Lexicalized and Probailistic Parsing
447
30
Language and Complexity
477
22
III Semantics
499
168
Representing Meaning
501
44
Semantic Analysis
545
44
Lexical Semantics
589
42
Word Sense Disambiguation and Information Retrieval
631
36
IV Pragmatics
667
164
Discourse
669
50
Dialogue and Conversational Agents
719
44
Natural Language Generation
763
36
Machine Translation
799
32
Appendices
831
20
A Regular Expression Operators
831
2
B The Porter Stemming Algorithm
833
4
C C5 and C7 tagsets
837
6
D Training HMMs: The Forward-Backward Algorithm
843
8
Bibliography
851
52
Index
903