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Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition

Author: Dan Jurafsky; James H Martin
Publisher: Upper Saddle River, N.J. ; London : Pearson Prentice Hall, ©2009.
Series: Prentice Hall series in artificial intelligence.
Edition/Format:  Print book : English : 2nd edView all editions and formats
Summary:
This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora. Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Dan Jurafsky; James H Martin
ISBN: 9780135041963 0135041961 9780131873216 0131873210
OCLC Number: 253202803
Notes: "Pearson Education International."
Description: 1024 pages : illustrations ; 24 cm.
Contents: 1. Introduction ---
1. I Words --
2. Regular Expressions and Automata --
3. Words and Transducers --
4. N-grams --
5. Part-of-Speech Tagging --
6. Hidden Markov and Maximum Entropy Models ---
II Speech --
7. Phonetics --
8. Speech Synthesis --
9. Automatic Speech Recognition --
10. Speech Recognition: Advanced Topics --
11. Computational Phonology ---
III. Syntax --
12. Formal Grammars of English --
13. Parsing with Context-Free Grammars --
14. Statistical Parsing --
15. Features and Uni-cation --
16. Language and Complexity ---
IV. Semantics and pragmatics --
17. Representing Meaning --
18. Computational Semantics --
19. Lexical Semantics --
20. Computational Lexical Semantics --
21. Computational Discourse ---
V. Applications --
22. Information Extraction --
23. Question Answering and Summarization --
24. Dialogue and Conversational Agents --
25. Machine Translation.
Series Title: Prentice Hall series in artificial intelligence.
Other Titles: Introduction to natural language processing, computational linguistics, and speech recognition
Responsibility: Daniel Jurafsky, James H. Martin.

Abstract:

This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora. Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing.

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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/253202803<\/a>> # Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Book<\/a>, schema:CreativeWork<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"253202803<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/dbpedia.org\/resource\/London<\/a>> ; # London<\/span>\n\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/nju<\/a>> ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Place\/upper_saddle_river_n_j<\/a>> ; # Upper Saddle River, N.J.<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/822769<\/a>> ; # Automatic speech recognition<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1053948<\/a>> ; # Parsing (Computer grammar)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/linguistische_datenverarbeitung<\/a>> ; # Linguistische Datenverarbeitung<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/naturlichsprachiges_system<\/a>> ; # Nat\u00FCrlichsprachiges System<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/871998<\/a>> ; # Computational linguistics<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/computerlinguistik<\/a>> ; # Computerlinguistik<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1034365<\/a>> ; # Natural language processing (Computer science)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/006.35\/e22\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/automatische_spracherkennung<\/a>> ; # Automatische Spracherkennung<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/410.285\/e22\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/digitale_sprachverarbeitung<\/a>> ; # Digitale Sprachverarbeitung<\/span>\n\u00A0\u00A0\u00A0\nschema:alternateName<\/a> \"Introduction to natural language processing, computational linguistics, and speech recognition<\/span>\" ;\u00A0\u00A0\u00A0\nschema:bookEdition<\/a> \"2nd ed.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/19853200<\/a>> ; # James H. Martin<\/span>\n\u00A0\u00A0\u00A0\nschema:copyrightYear<\/a> \"2009<\/span>\" ;\u00A0\u00A0\u00A0\nschema:creator<\/a> <http:\/\/viaf.org\/viaf\/64179604<\/a>> ; # Dan Jurafsky<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2009<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora. Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing.<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"1. Introduction --- 1. I Words -- 2. Regular Expressions and Automata -- 3. Words and Transducers -- 4. N-grams -- 5. Part-of-Speech Tagging -- 6. Hidden Markov and Maximum Entropy Models --- II Speech -- 7. Phonetics -- 8. Speech Synthesis -- 9. Automatic Speech Recognition -- 10. Speech Recognition: Advanced Topics -- 11. Computational Phonology --- III. Syntax -- 12. Formal Grammars of English -- 13. Parsing with Context-Free Grammars -- 14. Statistical Parsing -- 15. Features and Uni-cation -- 16. Language and Complexity --- IV. Semantics and pragmatics -- 17. Representing Meaning -- 18. Computational Semantics -- 19. Lexical Semantics -- 20. Computational Lexical Semantics -- 21. Computational Discourse --- V. Applications -- 22. Information Extraction -- 23. Question Answering and Summarization -- 24. Dialogue and Conversational Agents -- 25. 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Related Entities<\/h3>\n
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<http:\/\/dewey.info\/class\/006.35\/e22\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/dewey.info\/class\/410.285\/e22\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Agent\/pearson_prentice_hall<\/a>> # Pearson Prentice Hall<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:Agent<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Pearson Prentice Hall<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Place\/upper_saddle_river_n_j<\/a>> # Upper Saddle River, N.J.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Upper Saddle River, N.J.<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Series\/prentice_hall_series_in_artificial_intelligence<\/a>> # Prentice Hall series in artificial intelligence.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/253202803<\/a>> ; # Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Prentice Hall series in artificial intelligence.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Prentice Hall series in artificial intelligence<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/automatische_spracherkennung<\/a>> # Automatische Spracherkennung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Automatische Spracherkennung<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/computerlinguistik<\/a>> # Computerlinguistik<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Computerlinguistik<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/digitale_sprachverarbeitung<\/a>> # Digitale Sprachverarbeitung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Digitale Sprachverarbeitung<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/linguistische_datenverarbeitung<\/a>> # Linguistische Datenverarbeitung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Linguistische Datenverarbeitung<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Topic\/naturlichsprachiges_system<\/a>> # Nat\u00FCrlichsprachiges System<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Nat\u00FCrlichsprachiges System<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/nju<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"nju<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1034365<\/a>> # Natural language processing (Computer science)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Natural language processing (Computer science)<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1053948<\/a>> # Parsing (Computer grammar)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Parsing (Computer grammar)<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/822769<\/a>> # Automatic speech recognition<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Automatic speech recognition<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/871998<\/a>> # Computational linguistics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Computational linguistics<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/19853200<\/a>> # James H. Martin<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1959<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Martin<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"James H.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"James H. Martin<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/64179604<\/a>> # Dan Jurafsky<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1962<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Jurafsky<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Dan<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Dan Jurafsky<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780131873216<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0131873210<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780131873216<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780135041963<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0135041961<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780135041963<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/253202803<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/253202803<\/a>> ; # Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2019-10-22<\/span>\" ;\u00A0\u00A0\u00A0\nvoid:inDataset<\/a> <http:\/\/purl.oclc.org\/dataset\/WorldCat<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/253202803#PublicationEvent\/upper_saddle_river_n_j_london_pearson_prentice_hall_2009<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:PublicationEvent<\/a> ;\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/dbpedia.org\/resource\/London<\/a>> ; # London<\/span>\n\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Place\/upper_saddle_river_n_j<\/a>> ; # Upper Saddle River, N.J.<\/span>\n\u00A0\u00A0\u00A0\nschema:organizer<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/796420461#Agent\/pearson_prentice_hall<\/a>> ; # Pearson Prentice Hall<\/span>\n\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Content-negotiable representations<\/p>\n