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Description - Foundations of Statistical Natural Language Processing by Christopher D. Manning

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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Book Details

ISBN: 9780262133609
ISBN-10: 0262133601
Format: Hardback
(229mm x 203mm x 22mm)
Pages: 720
Imprint: MIT Press
Publisher: MIT Press Ltd
Publish Date: 30-Jul-1999
Country of Publication: United States

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