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Speech and Language Processing Daniel Jurafsky

Speech and Language Processing By Daniel Jurafsky

Speech and Language Processing by Daniel Jurafsky

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$19.99
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Summary

This work takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora.

Speech and Language Processing Summary

Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition: United State by Daniel Jurafsky

For undergraduate or advanced undergraduate courses in Classical Natural Language Processing, Statistical Natural Language Processing, Speech Recognition, Computational Linguistics, and Human Language Processing.

This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corporations.

Author Website with Resources: http://www.cs.colorado.edu/~martin/slp.html

Table of Contents



1. Introduction.

I. WORDS.

2. Regular Expressions and Automata.
3. Morphology and Finite-State Transducers.
4. Computational Phonology and Text-to-Speech.
5. Probabilistic Models of Pronunciation and Spelling.
6. N-grams.
7. HMMs and Speech Recognition.

II. SYNTAX.

8. Word Classes and Part-of-Speech Tagging.
9. Context-Free Grammars for English.
10. Parsing with Context-Free Grammars.
11. Features and Unification.
12. Lexicalized and Probabilistsic Parsing.
13. Language and Complexity.

III. SEMANTICS.

14. Representing Meaning.
15. Semantic Analysis.
16. Lexical Semantics.
17. Word Sense Disambiguation and Information Retrieval.

IV. PRAGMATICS.

18. Discourse.
19. Dialogue and Conversational Agents.
20. Natural Language Generation.
21. Machine Translation.

APPENDICES.

A. Regular Expression Operators.
B. The Porter Stemming Algorithm.
C. C5 and C7 tagsets.
D. Training HMMs: The Forward-Backward Algorithm.
Bibliography.
Index.

Additional information

GOR004143561
9780130950697
0130950696
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition: United State by Daniel Jurafsky
Daniel Jurafsky
Used - Very Good
Hardback
Pearson Education (US)
20000209
934
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Speech and Language Processing