Foundations of Statistical Natural Language Processing

Nonfiction, Reference & Language, Language Arts, Linguistics
Cover of the book Foundations of Statistical Natural Language Processing by Christopher Manning, Hinrich Schütze, The MIT Press
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Author: Christopher Manning, Hinrich Schütze ISBN: 9780262303798
Publisher: The MIT Press Publication: May 28, 1999
Imprint: The MIT Press Language: English
Author: Christopher Manning, Hinrich Schütze
ISBN: 9780262303798
Publisher: The MIT Press
Publication: May 28, 1999
Imprint: The MIT Press
Language: English

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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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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