Recent Advances in Natural Language Processing III
Selected papers from RANLP 2003
Editors
| IBM T.J. Watson Research Center
| University of Sheffield
| Bulgarian Academy of Sciences
| University of Wolverhampton
This volume brings together revised versions of a selection of papers presented at the 2003 International Conference on “Recent Advances in Natural Language Processing”. A wide range of topics is covered in the volume: semantics, dialogue, summarization, anaphora resolution, shallow parsing, morphology, part-of-speech tagging, named entity, question answering, word sense disambiguation, information extraction. Various ‘state-of-the-art’ techniques are explored: finite state processing, machine learning (support vector machines, maximum entropy, decision trees, memory-based learning, inductive logic programming, transformation-based learning, perceptions), latent semantic analysis, constraint programming. The papers address different languages (Arabic, English, German, Slavic languages) and use different linguistic frameworks (HPSG, LFG, constraint-based DCG).
This book will be of interest to those who work in computational linguistics, corpus linguistics, human language technology, translation studies, cognitive science, psycholinguistics, artificial intelligence, and informatics.
This book will be of interest to those who work in computational linguistics, corpus linguistics, human language technology, translation studies, cognitive science, psycholinguistics, artificial intelligence, and informatics.
[Current Issues in Linguistic Theory, 260] 2004. xii, 402 pp.
Publishing status: Available
© John Benjamins Publishing Company
Table of Contents
Editors’ Foreword
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ix
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I. Invited lectures
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1
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17
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29
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45
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61
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II. Lexical semantics and lexical knowledge acquisition
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81
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91
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101
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111
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121
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131
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141
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III. Tagging, parsing and syntax
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153
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163
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173
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183
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193
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205
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217
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227
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IV. Information extraction
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237
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247
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257
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267
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V. TEXT SUMMARISATION AND DOCUMENT PROCESSING
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277
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287
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297
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307
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VI. OTHER NLP TOPICS
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317
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327
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337
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347
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357
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367
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377
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387
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List of Contributors
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397
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Index
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399
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Subjects
BIC Subject: CF – Linguistics
BISAC Subject: LAN009000 – LANGUAGE ARTS & DISCIPLINES / Linguistics / General