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Foundations of Statistical Natural Language Processing cover
  • ISBN: 9780262133609
  • ISBN10: 0262133601

Foundations of Statistical Natural Language Processing

by Christopher D. Manning

  • Binding: Hardcover
  • Publisher: Mit Pr
  • Publish date: 06/01/1999
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Description
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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Published 1999, this copy is sixth printing with corrections 2003. --Hardcover. Condition: near fine, no jacket issued. ISBN 0262133601.
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