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9780198238829

The Oxford Handbook of Computational Linguistics

by
  • ISBN13:

    9780198238829

  • ISBN10:

    0198238827

  • Format: Hardcover
  • Copyright: 2003-03-27
  • Publisher: Oxford University Press
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List Price: $245.33

Summary

Thirty-seven chapters, commissioned from experts all over the world, describe major concepts, methods, and applications in computational linguistics. Part I, Linguistic Fundamentals, provides an overview of the field suitable for senior undergraduates and non-specialists from other fields of linguistics and related disciplines. Part II describes current tasks, techniques, and tools in Natural Language Processing and aims to meet the needs of post-doctoral workers and others embarking on computational language research. Part III surveys current Applications. The book is a state-of-the-art reference to one of the most active and productive fields in linguistics. It will be of interest and practical use to a wide range of linguists, as well as to researchers in such fields as informatics, artificial intelligence, language engineering, and cognitive science.

Author Biography


Ruslan Mitkov is Professor of Computational Linguistics and Language Engineering at the University of Wolverhampton and Research Professor at the Institute of Mathematics, Bulgarian Academy of Sciences. He has held research positions at CNRS; the University of Science Malaysia; the Korean Advanced Institute of Science; and the Universities of Hamburg and Saarland.

Table of Contents

Preface ix
Ruslan Mitkov
Abbreviations xi
Introduction xvii
Martin Kay
PART I FUNDAMENTALS
Phonology
3(22)
Steven Bird
Morphology
25(23)
Harald Trost
Lexicography
48(22)
Patrick Hanks
Syntax
70(21)
Ronald M. Kaplan
Semantics
91(21)
Shalom Lappin
Discourse
112(24)
Allan Ramsay
Pragmatics and Dialogue
136(21)
Geoffrey Leech
Martin Weisser
Formal Grammars and Languages
157(21)
Carlos Martin-Vide
Complexity
178(23)
Bob Carpenter
PART II PROCESSES, METHODS, AND RESOURCES
Text Segmentation
201(18)
Andrei Mikheev
Part-of-Speech Tagging
219(14)
Atro Voutilainen
Parsing
233(16)
John Carroll
Word-Sense Disambiguation
249(17)
Mark Stevenson
Yorick Wilks
Anaphora Resolution
266(18)
Ruslan Mitkov
Natural Language Generation
284(21)
John Bateman
Michael Zock
Speech Recognition
305(18)
Lori Lamel
Jean-Luc Gauvain
Text-to-Speech Synthesis
323(16)
Thierry Dutoit
Yannis Stylianou
Finite-State Technology
339(19)
Lauri Karttunen
Statistical Methods
358(18)
Christer Samuelsson
Machine Learning
376(19)
Raymond J. Mooney
Lexical Knowledge Acquisition
395(19)
Yuji Matsumoto
Evaluation
414(16)
Lynette Hirschman
Inderjeet Mani
Sublanguages and Controlled Languages
430(18)
Richard I. Kittredge
Corpus Linguistics
448(16)
Tony McEnery
Ontologies
464(19)
Piek Vossen
Tree-Adjoining Grammars
483(18)
Aravind K. Joshi
PART III APPLICATIONS
Machine Translation: General Overview
501(11)
John Hutchins
Machine Translation: Latest Developments
512(17)
Harold Somers
Information Retrieval
529(16)
Evelyne Tzoukermann
Judith L. Klavans
Tomek Strzalkowski
Information Extraction
545(15)
Ralph Grishman
Question Answering
560(23)
Sanda Harabagiu
Dan Moldovan
Text Summarization
583(16)
Eduard Hovy
Term Extraction and Automatic Indexing
599(17)
Christian Jacquemin
Didier Bourigault
Text Data Mining
616(13)
Marti A. Hearst
Natural Language Interaction
629(21)
Ion Androutsopoulos
Maria Aretoulaki
Natural Language in Multimodal and Multimedia Systems
650(20)
Elisabeth Andre
Natural Language Processing in Computer-Assisted Language Learning
670(29)
John Nerbonne
Multilingual On-Line Natural Language Processing
699(18)
Gregory Grefenstette
Frederique Segond
Notes on Contributors 717(10)
Glossary 727(34)
Index of Authors 761(14)
Subject Index 775

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