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Foundations of Statistical Natural Language Processing

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Foundations of Statistical Natural Language Processing Synopsis

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 This Edition

ISBN: 9780262133609
Publication date:
Author: Christopher D Manning, Hinrich Schütze
Publisher: The MIT Press
Format: Hardback
Pagination: 680 pages
Series: The MIT Press
Genres: Lexicography