The handbook of computational linguistics and natural language processing

種類:

電子ブック

責任表示:

edited by Alexander Clark, Chris Fox, and Shalom Lappin

出版情報:

2010

著者名:

• Clark, Alexander
• Fox, Chris
• Lappin, Shalom.
• Wiley InterScience (Online service)

シリーズ名:

Blackwell handbooks in linguistics ;

ISBN:

9781444324044 [1444324047]    
9781444331608 [1444331604]    

注記:

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 E
Includes bibliographical references and 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. Computat
Print version record.

ローカル注記:

学内専用E-BOOKS (local access only)