Foundations of Statistical Natural Language Processing (The MIT Press) - Hardcover

Manning, Christopher; Schutze, Hinrich

 
9780262133609: Foundations of Statistical Natural Language Processing (The MIT Press)
Hardcover
ISBN 10: 0262133601 ISBN 13: 9780262133609
Verlag: The MIT Press, 1999

Inhaltsangabe

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

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Críticas

"Statistical natural-language processing is, in my estimation, one ofthe most fast-moving and exciting areas of computer science thesedays. Anyone who wants to learn this field would be well advised toget this book. For that matter, the same goes for anyone who isalready in the field. I know that it is going to be one of the mostwell-thumbed books on my bookshelf." Eugene Charniak , Department of Computer Science, Brown University

Reseña del editor

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

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Verlag
The MIT Press
Erscheinungsdatum
1999
Sprache
Englisch
ISBN 10 
0262133601
ISBN 13 
9780262133609
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
720
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar