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Check Availability Lawrence Library / Main Collection: QA76.9.N38 H363 2010Library Info

Title LinkHandbook of natural language processing / edited by Nitin Indurkhya, Fred J. Damerau.
Edition 2nd edition.
Imprint Boca Raton, FL : Chapman & Hall/CRC, c2010.
Description xxiii, 678 p. :  ill. ;  26 cm.
Type of Material Book
Series ( Chapman & Hall/CRC machine learning & pattern recognition series )
Series ( Chapman & Hall/CRC machine learning & pattern recognition series.)
Bibliography Note Includes bibliographical references and index.
Contents Contents: Classical approaches to natural language processing / Robert Dale -- Text preprocessing / Davis D. Palmer -- Lexical analysis / Andrew Hippisley -- Syntactic parsing / Peter Ljunglöf and Mats Wirén -- Semantic analysis / Cliff Goddard and Andrea C. Schalley -- Natural language generation / Davis D. McDonald -- Corpus creation / Richard Xiao -- Treebank annotation / Eva Hajičová ... [et al.] -- Fundamental statistical techniques / Tong Zhang -- Part-of-speech tagging / Tunga Güngör -- Statistical Parsing / Joakim Nivre -- Multiword expressions / Timothy Baldwin and Su Nam Kim -- Normalized web distance and word similarity / Paul M.B. Vitányi and Rudi L. Cilibrasi -- Word sense disambiguation / Davis Yarowsky -- An overview of modern speech recognition / Xuedong Huang and Li Deng -- Alignment / Dekai Wu -- Statistical machine translation / Abraham Ittycheriah -- Chinese machine translation / Pascale Fung -- Information retrieval / Jacques Savoy and Eric Gaussier -- Question answering / Diego Mollá-Aliod and José-Luis Vicedo -- Information extraction / Jerry R. Hobbs and Ellen Riloff -- Report generation / Leo Wanner -- Emerging applications of natural language generation in information visualization, education, and health care / Barbara Di Eugenio and Nancy L. Green -- Ontology construction / Philipp Cimiano, Johanna Völker, and Paul Buitelaar -- BioNPL: biomedical text mining / K. Bretonnel Cohen -- Sentiment analysis and subjectivity / Bing Liu.
Summary "The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis."--book jacket.
Subject LinkNatural language processing (Computer science)
LinkNatural language processing (Computer science) -- Handbooks, manuals, etc.
Add.Author LinkIndurkhya, Nitin.
LinkDamerau, Frederick J. (Frederick Jacob), 1931-2009.

System Number 000678677
ISBN Link9781420085921 (alk. paper)
Link1420085921 (alk. paper)

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