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Handbook of Natural Language Processing 2010

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Nitin Indurkhya, Fred J. Damerau:
Handbook of Natural Language Processing, Second Edition. Chapman and Hall/CRC 2010, ISBN 978-1-4200-8592-1

Classical Approaches

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Robert Dale:
Classical Approaches to Natural Language Processing. 3-7
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David D. Palmer:
Text Preprocessing. 9-30
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Andrew Hippisley:
Lexical Analysis. 31-58
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Peter Ljunglöf, Mats Wirén:
Syntactic Parsing. 59-91
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Cliff Goddard, Andrea C. Schalley:
Semantic Analysis. 93-120
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David D. McDonald:
Natural Language Generation. 121-144

Empirical and Statistical Approaches

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Richard Xiao:
Corpus Creation. 146-165
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Eva Hajicová, Anne Abeillé, Jan Hajic, Jirí Mírovský, Zdenka Uresová:
Treebank Annotation. 167-188
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Tong Zhang:
Fundamental Statistical Techniques. 189-204
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Tunga Güngör:
Part-of-Speech Tagging. 205-235
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Joakim Nivre:
Statistical Parsing. 237-266
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Timothy Baldwin, Su Nam Kim:
Multiword Expressions. 267-292
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Paul M. B. Vitányi, Rudi Cilibrasi:
Normalized Web Distance and Word Similarity. 293-314
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David Yarowsky:
Word Sense Disambiguation. 315-338
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Xuedong Huang, Li Deng:
An Overview of Modern Speech Recognition. 339-366
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Dekai Wu:
Alignment. 367-408
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Abraham Ittycheriah:
Statistical Machine Translation. 409-422

Applications

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Pascale Fung:
Chinese Machine Translation. 425-453
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Jacques Savoy, Éric Gaussier:
Information Retrieval. 455-484
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Diego Mollá Aliod, José Luis Vicedo González:
Question Answering. 485-510
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Jerry R. Hobbs:
Information Extraction. 511-532
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Ellen Riloff, Leo Wanner:
Report Generation. 533-555
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Barbara Di Eugenio, Nancy L. Green:
Emerging Applications of Natural Language Generation in Information Visualization, Education, and Health Care. 557-575
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Philipp Cimiano, Johanna Völker, Paul Buitelaar:
Ontology Construction. 577-604
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K. Bretonnel Cohen:
BioNLP. 605-625
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Bing Liu:
Sentiment Analysis and Subjectivity. 627-666

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