Foundations of statistical natural language processing

Christopher D. Manning, Hinrich Schütze

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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この本の情報

書名 Foundations of statistical natural language processing
著作者等 Manning, Christopher D
Schütze, Hinrich
Schutze Hinrich
出版元 MIT Press
刊行年月 c1999
ページ数 xxxvii, 680 p.
大きさ 24 cm
ISBN 9780262133609
NCID BA41868399
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言語 英語
出版国 アメリカ合衆国
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