Foundations of Statistical Natural Language Processing

Christopher D. Manning; Hinrich Schütze

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ISBN 10: 0262133601 ISBN 13: 9780262133609
Published by The MIT Press, 1999
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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.

About the Author: Christopher D. Manning is Assistant Professor in the Department of Computer Science at Stanford University. Hinrich Schütze is on the Research Staff at the Xerox Palo Alto Research Center.

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Title: Foundations of Statistical Natural Language ...
Publisher: The MIT Press
Publication Date: 1999
Binding: Hardcover
Condition: New
Edition: 1st Edition

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Christopher D. Manning
Published by The MIT Press, 1999
ISBN 10: 0262133601 ISBN 13: 9780262133609
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Published by MIT Press Ltd, Cambridge, Mass., 1999
ISBN 10: 0262133601 ISBN 13: 9780262133609
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Hardcover. Condition: new. Hardcover. 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. An introduction to statistical natural language processing (NLP). The text contains the theory and algorithms needed for building NLP tools. Topics covered include: mathematical and linguistic foundations; statistical methods; collocation finding; word sense disambiguation; and probalistic parsing. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780262133609

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Christopher Manning
Published by MIT Press Ltd, Cambridge, Mass., 1999
ISBN 10: 0262133601 ISBN 13: 9780262133609
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Hardcover. Condition: new. Hardcover. 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. An introduction to statistical natural language processing (NLP). The text contains the theory and algorithms needed for building NLP tools. Topics covered include: mathematical and linguistic foundations; statistical methods; collocation finding; word sense disambiguation; and probalistic parsing. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9780262133609

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