Handbook of natural language processing
Title:
Handbook of natural language processing
Author:
Indurkhya, Nitin, editor.
ISBN:
9781420085921
Physical Description:
xxiii, 678 pages : illustrations ; 26 cm.
Series:
Chapman & Hall/CRC machine learning & pattern recognition series
Chapman & Hall/CRC machine learning & pattern recognition series.
Contents:
Classical approaches to natural language processing / Robert Dale -- Text preprocessing / Davis D. Palmer -- Lexical analysis / Andrew Hippisley -- Syntactic parsing / Peter Ljunglöf and Mats Wiren -- Semantic analysis / Cliff Goddard and Andrea C. Schalley -- Natural language generation / Davis D. McDonald -- Corpus creation / Richard Xiao -- Treebank annotation / Eva Hajicova ... [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. Vitanyi 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 Molla-Aliod and Jose-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.
Abstract:
"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 Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis."--BOOK JACKET.