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Foundations of Statistical Natural Language Processing
Christopher ManningHinrich Schutze
出版MIT Press, 1999-05-28
主題Language Arts & Disciplines / Linguistics / General
ISBN02621336019780262133609
URLhttp://books.google.com.hk/books?id=YiFDxbEX3SUC&hl=&source=gbs_api
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註釋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.