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ISBN 10: 1420085921
ISBN 13: 9781420085921
Author: Nitin Indurkhya, Fred J. Damerau
Part I Classical Approaches
1 Classical Approaches to Natural Language Processing Robert Dale
2 Text Preprocessing David D. Palmer
3 Lexical Analysis Andrew Hippisley.
4 Syntactic Parsing Peter Ljunglöf and Mats Wirén
5 Semantic Analysis Cliff Goddard and Andrea C. Schalley
6 Natural Language Generation David D. McDonald
Part II Empirical and Statistical Approaches
7 Corpus Creation Richard Xiao
8 Treebank Annotation Eva Hajičová, Anne Abeillé, Jan Hajič, Jiří Mírovský, and Zdeňka Urešová
9 Fundamental Statistical Techniques Tong Zhang
10 Part-of-Speech Tagging Tunga Güngör
11 Statistical Parsing Joakim Nivre
12 Multiword Expressions Timothy Baldwin and Su Nam Kim
13 Normalized Web Distance and Word Similarity Paul M.B. Vitányi and Rudi L. Cilibrasi
14 Word Sense Disambiguation David Yarowsky
15 An Overview of Modern Speech Recognition Xuedong Huang and Li Deng
16 Alignment Dekai Wu
17 Statistical Machine Translation Abraham Ittycheriah
Part III Applications
18 Chinese Machine Translation Pascale Fung
19 Information Retrieval Jacques Savoy and Eric Gaussier
20 Question Answering Diego Mollá-Aliod and José-Luis Vicedo
21 Information Extraction Jerry R. Hobbs and Ellen Riloff
22 Report Generation Leo Wanner
23 Emerging Applications of Natural Language Generation in Information Visualization, Education, and Health Care Barbara Di Eugenio and Nancy L. Green
24 Ontology Construction Philipp Cimiano, Johanna Völker, and Paul Buitelaar
25 BioNLP: Biomedical Text Mining K. Bretonnel Cohen
26 Sentiment Analysis and Subjectivity Bing Liu
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Tags: Nitin Indurkhya, Fred Damerau, Natural, Processing
