Statistical Language Learning (Language, Speech and Communication) - Hardcover

Charniak, Eugene

 
9780262032162: Statistical Language Learning (Language, Speech and Communication)
Hardcover
ISBN 10: 0262032163 ISBN 13: 9780262032162
Verlag: MIT Press, 1994

Inhaltsangabe

Eugene Charniak breaks new ground in artificial intelligenceresearch by presentingstatistical language processing from an artificial intelligence point of view in a text forresearchers and scientists with a traditional computer science background.New, exacting empiricalmethods are needed to break the deadlock in such areas of artificial intelligence as robotics,knowledge representation, machine learning, machine translation, and natural language processing(NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical languageprocessing techniques ;word tagging, parsing with probabilistic context free grammars, grammarinduction, syntactic disambiguation, semantic wordclasses, word-sense disambiguation ;along with theunderlying mathematics and chapter exercises.Charniak points out that as a method of attacking NLPproblems, the statistical approach has several advantages. It is grounded in real text and thereforepromises to produce usable results, and it offers an obvious way to approach learning: "one simplygathers statistics."Language, Speech, and Communication

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Críticas

"This is a lovely book." -- David Nye

Reseña del editor

Eugene Charniak breaks new ground in artificial intelligenceresearch by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background.New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques;word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic wordclasses, word-sense disambiguation;along with the underlying mathematics and chapter exercises.Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics."Language, Speech, and Communication

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Verlag
MIT Press
Erscheinungsdatum
1994
Sprache
Englisch
ISBN 10 
0262032163
ISBN 13 
9780262032162
Einband
Tapa dura
Anzahl der Seiten
190
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9780262531412: Statistical Language Learning (Language, Speech, and Communication)

Vorgestellte Ausgabe

ISBN 10:  0262531410 ISBN 13:  9780262531412
Verlag: MIT Press, 1996
Softcover