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The handbook of computational linguistics and natural language processing

The handbook of computational linguistics and natural language processing (Loan 2 times)

Material type
단행본
Personal Author
Clark, Alexander (Alexander Simon) Fox, Chris, 1965-. Lappin, Shalom.
Title Statement
The handbook of computational linguistics and natural language processing / edited by Alexander Clark, Chris Fox, and Shalom Lappin.
Publication, Distribution, etc
Malden, Ma. :   Wiley-Blackwell,   2010.  
Physical Medium
xxii, 775 p. : ill. ; 26 cm.
Series Statement
Blackwell handbooks in linguistics
ISBN
9781405155816 (hardcover : alk. paper)
Content Notes
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 Fern?ndez -- 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.
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Computational linguistics. Natural language processing (Computer science)
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001 000045620729
005 20101208160257
008 101207s2010 maua b 001 0 eng d
010 ▼a 2010003116
020 ▼a 9781405155816 (hardcover : alk. paper)
040 ▼a DLC ▼c DLC ▼d 211009
050 0 0 ▼a P98 ▼b .H346 2010
082 0 0 ▼a 410/.285 ▼2 22
084 ▼a 410.285 ▼2 DDCK
090 ▼a 410.285 ▼b H236
245 0 4 ▼a The handbook of computational linguistics and natural language processing / ▼c edited by Alexander Clark, Chris Fox, and Shalom Lappin.
260 ▼a Malden, Ma. : ▼b Wiley-Blackwell, ▼c 2010.
300 ▼a xxii, 775 p. : ▼b ill. ; ▼c 26 cm.
490 1 ▼a Blackwell handbooks in linguistics
504 ▼a Includes bibliographical references and index.
505 0 ▼a 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 Fern?ndez -- 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.
650 0 ▼a Computational linguistics.
650 0 ▼a Natural language processing (Computer science)
700 1 ▼a Clark, Alexander ▼q (Alexander Simon)
700 1 ▼a Fox, Chris, ▼d 1965-.
700 1 ▼a Lappin, Shalom.
830 0 ▼a Blackwell handbooks in linguistics.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 410.285 H236 Accession No. 111602929 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

List of Figures ix

List of Tables xiv

Notes on Contributors xv

Preface xxiii

Introduction 1

Part I Formal Foundations 9

1 Formal Language Theory 11
SHULY WINTNER

2 Computational Complexity in Natural Language 43
IAN PRATT-HARTMANN

3 Statistical Language Modeling 74
CIPRIAN CHELBA

4 Theory of Parsing 105
MARK-JAN NEDERHOF AND GIORGIO SATTA

Part II Current Methods 131

5 Maximum Entropy Models 133
ROBERT MALOUF

6 Memory-Based Learning 154
WALTER DAELEMANS AND ANTAL VAN DEN BOSCH

7 Decision Trees 180
HELMUT SCHMID

8 Unsupervised Learning and Grammar Induction 197
ALEXANDER CLARK AND SHALOM LAPPIN

9 Artificial Neural Networks 221
JAMES B. HENDERSON

10 Linguistic Annotation 238
MARTHA PALMER AND NIANWEN XUE

11 Evaluation of NLP Systems 271
PHILIP RESNIK AND JIMMY LIN

Part III Domains of Application 297

12 Speech Recognition 299
STEVE RENALS AND THOMAS HAIN

13 Statistical Parsing 333
STEPHEN CLARK

14 Segmentation and Morphology 364
JOHN A. GOLDSMITH

15 Computational Semantics 394
CHRIS FOX

16 Computational Models of Dialogue 429
JONATHAN GINZBURG AND RAQUEL FERNÁNDEZ

17 Computational Psycholinguistics 482
MATTHEW W. CROCKER

Part IV Applications 515

18 Information Extraction 517
RALPH GRISHMAN

19 Machine Translation 531
ANDY WAY

20 Natural Language Generation 574
EHUD REITER

21 Discourse Processing 599
RUSLAN MITKOV

22 Question Answering 630
BONNIE WEBBER AND NICK WEBB

References 655

Author Index 742

Subject Index 763


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