Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition / Daniel Jurafsky and James H. Martin.

By:

Jurafsky, Dan, 1962-

Contributor(s):

Martin, James H, 1959-

Material type: Text

TextSeries: Prentice Hall series in artificial intelligencePublication details: Upper Saddle River, N.J. : Prentice Hall 2000 (Indian Reprint 2002)Description: xxvi, 934 p. : ill. ; 24 cmISBN:

0130950696

Subject(s):

DDC classification:

410/.285 J91s 2002 21

LOC classification:

P98 .J87 2000

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

Review: "This book offers a unified vision of speech and language processing, presenting state-of-the-art algorithms and techniques for both speech and text-based processing of natural language.Summary: This comprehensive work covers both statistical and symbolic approaches to language processing; it shows how they can be applied to important tasks such as speech recognition, spelling and grammar correction, information extraction, search engines, machine translation, and the creation of spoken-language dialog agents."--BOOK JACKET.

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Holdings
Item type	Current library	Call number	Copy number	Status	Barcode
Books	Premier University Central Library	410/.285 J91s 2002	1	Available	6333
Books	Premier University Central Library	410/.285 J91s 2002	2	Available	4803

Includes bibliographical references and index.

"This book offers a unified vision of speech and language processing, presenting state-of-the-art algorithms and techniques for both speech and text-based processing of natural language.

This comprehensive work covers both statistical and symbolic approaches to language processing; it shows how they can be applied to important tasks such as speech recognition, spelling and grammar correction, information extraction, search engines, machine translation, and the creation of spoken-language dialog agents."--BOOK JACKET.

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