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The handbook of computational linguistics and natural language processing
Title
The handbook of computational linguistics and natural language processing / edited by Alexander Clark, Chris Fox, and Shalom Lappin.
ISBN
9781444324044
1444324047
9781444331608
1444331604
9781405155816
1405155817
9781405155816
Published
Malden, Ma. : Wiley-Blackwell, 2010.
Physical Description
1 online resource
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Variant and related titles
Blackwell reference online. OCLC KB.
Other formats
Print version: Handbook of computational linguistics and natural language processing. Malden, Ma. : Wiley-Blackwell, 2010
Format
Books / Online
Language
English
Added to Catalog
February 09, 2024
Series
Blackwell handbooks in linguistics
Bibliography
Includes bibliographical references and index.
Contents
Front Matter
Introduction
Formal Foundations. Formal Language Theory / Shuly Wintner
Computational Complexity in Natural Language / Ian Pratt-hartmann
Statistical Language Modeling / Ciprian Chelba
Theory of Parsing / Mark-jan Nederhof, Giorgio Satta
Current Methods. Maximum Entropy Models / Robert Malouf
Memory-Based Learning / Walter Daelemans, Antal Van Den Bosch
Decision Trees / Helmut Schmid
Unsupervised Learning and Grammar Induction / Alexander Clark, Shalom Lappin
Artificial Neural Networks / James B Henderson
Linguistic Annotation / Martha Palmer, Nianwen Xue
Evaluation of NLP Systems / Philip Resnik, Jimmy Lin
Domains of Application. Speech Recognition / Steve Renals, Thomas Hain
Statistical Parsing / Stephen Clark
Segmentation and Morphology / John A Goldsmith
Computational Semantics / Chris Fox
Computational Models of Dialogue / Jonathan Ginzburg, Raquel Ferǹndez
Computational Psycholinguistics / Matthew W Crocker
Applications. Information Extraction / Ralph Grishman
Machine Translation / Andy Way
Natural Language Generation / Ehud Reiter
Discourse Processing / Ruslan Mitkov
Question Answering / Bonnie Webber, Nick Webb
References
Author Index
Subject Index.
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.
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