An edition of The handbook of computational linguistics and natural language processing
(2010)
The handbook of computational linguistics and natural language processing
by Alexander Clark
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The handbook of computational linguistics and natural language processing
2010, Wiley-Blackwell
in English
1405155817 9781405155816
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Book Details
Table of Contents
Part I. Formal foundations: 1. Formal language theory / Shuly Wintner
2. Computational Complexity in Natural Language / Ian Pratt-Hartmann
3. Statistical Language Modeling / Ciprian Chelba
4. Theory of Parsing / Mark-Jan Nederhof and Giorgio Satta
Part II. Current Methods: 5. Maximum Entropy Models / Robert Malouf
6. Memory-Based Learning / Walter Daelemans and Antal van den Bosch
7. Decision Trees / Helmut Schmid
8. Unsupervised Learning and Grammar Induction / Alex Clark and Shalom Lappin
9. Artificial Neural Networks / James B. Henderson
10. Linguistic Annotation / Martha Palmer and Nianwen Xue
11. Evaluation of NLP Systems / Philip Resnik and Jimmy Lin
Part III. Domains of Application: 12. Speech Recognition / Steve Renals and Thomas Hain
13. Statistical Parsing / Stephen Clark
14. Segmentation and Morphology / John A. Goldsmith
15. Computational Semantics / Chris Fox
16. Computational Models of Dialogue / Jonathan Ginzburg and Raquel Fernández
17. Computational Psycholinguistics / Matthew W. Crocker
Part IV. Applications: 18. Information Extraction / Ralph Grishman
19. Machine Translation / Andy Way
20. Natural Language Generation / Ehud Reiter
21. Discourse Processing / Ruslan Mitkov
22. Question Answering / Bonnie Webber and Nick Webb
Index.
Edition Notes
Includes bibliographical references and index.
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| December 15, 2010 | Created by ImportBot | initial import |