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Foundations of Statistical Natural Language Processing
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Foundations of Statistical Natural Language Processing Hardcover - 1999 - 1st Edition

by Christopher Manning; Hinrich Schutze


From the publisher

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.

Details

  • Title Foundations of Statistical Natural Language Processing
  • Author Christopher Manning; Hinrich Schutze
  • Binding Hardcover
  • Edition number 1st
  • Edition 1
  • Pages 720
  • Volumes 1
  • Language ENG
  • Publisher MIT Press, Cumberland, Rhode Island, U.S.A.
  • Date 1999-06
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index, Table of Contents
  • ISBN 9780262133609 / 0262133601
  • Weight 2.98 lbs (1.35 kg)
  • Dimensions 9.46 x 8.04 x 1.25 in (24.03 x 20.42 x 3.18 cm)
  • Ages 18 to UP years
  • Grade levels 13 - UP
  • Library of Congress subjects Computational linguistics - Statistical
  • Library of Congress Catalog Number 99021137
  • Dewey Decimal Code 410.285
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