Challenges in Natural Language Processing

doi:10.1017/CBO9780511659478

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Edited by Madeleine Bates, Ralph M. Weischedel

Publisher:: Cambridge University Press
Online publication date:: March 2010
Print publication year:: 1993
Online ISBN:: 9780511659478
DOI:: https://doi.org/10.1017/CBO9780511659478

Series:: Studies in Natural Language Processing
Subjects:: Computational Linguistics, Computer Science, Artificial Intelligence and Natural Language Processing, Language and Linguistics, Computing: General Interest

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Although natural language processing has come far, the technology has not achieved a major impact on society. Is this because of some fundamental limitation that cannot be overcome? Or because there has not been enough time to refine and apply theoretical work already done? Editors Madeleine Bates and Ralph Weischedel believe it is neither; they feel that several critical issues have never been adequately addressed in either theoretical or applied work, and they have invited capable researchers in the field to do that in Challenges in Natural Language Processing. This volume will be of interest to researchers of computational linguistics in academic and non-academic settings and to graduate students in computational linguistics, artificial intelligence and linguistics.

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Challenges in Natural Language Processing

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Contents

Frontmatter
pp i-iv

Contents
pp v-vi

Preface
pp vii-ix

Symposium participants
pp x-xii

Part I - Challenging problems
pp 1-2

1 - Critical challenges for natural language processing
pp 3-34

Part II - Building a lexicon
pp 35-36

2 - The contribution of lexicography
pp 37-75

3 - The contribution of linguistics
pp 76-98

4 - The contribution of computational lexicography
pp 99-132

Part III - Semantics and knowledge representation
pp 133-134

5 - Events, situations, and adverbs
pp 135-145

6 - Natural language, knowledge representation, and logical form
pp 146-176

Part IV - Discourse
pp 177-178

7 - Getting and keeping the center of attention
pp 179-227

8 - Surface structure, intonation, and discourse meaning
pp 228-254

Part V - Spoken language systems
pp 255-256

9 - Prosody, intonation, and speech technology
pp 257-280

Part VI - Conclusion
pp 281-282

10 - The future of computational linguistics
pp 283-288

Author index
pp 289-291

Subject index
pp 292-296

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Challenges in Natural Language Processing

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