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