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Recent Advances in Natural Language Processing
Volume II: Selected papers from RANLP ’97
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Edited by:
Nicolas Nicolov
Language:
English
Published/Copyright:
2000
About this book
This volume brings together revised versions of a selection of papers presented at the Second International Conference on “Recent Advances in Natural Language Processing” (RANLP’97) held in Tzigov Chark, Bulgaria, September 1997. The aim of the conference was to give researchers the opportunity to present new results in Natural Language Processing (NLP) based both on traditional and modern theories and approaches. The conference received substantial interest — 167 submissions from more than 20 countries. The best papers from the proceedings were selected for this volume, in the hope that they reflect the most significant and promising trends (and successful results) in NLP.
The contributions have been grouped according to the following topics: tagging, lexical issues and parsing, word sense disambiguation and anaphora resolution, semantics, generation, machine translation, and categorisation and applications. The volume contains an extensive index.
The contributions have been grouped according to the following topics: tagging, lexical issues and parsing, word sense disambiguation and anaphora resolution, semantics, generation, machine translation, and categorisation and applications. The volume contains an extensive index.
Topics
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Prelim pages
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Table of contents
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Editors’ Foreword
ix - I. Tagging
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Extending N-gram tagging to word graphs
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Can we improve part-of-speech tagging by inducing probabilistic part-of-speech annotated lexicons from large corpora?
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Automatically acquiring a language model for POS tagging using decision trees
31 - II. Lexical issues & parsing
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Designing a dictionary of derived nominals
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Partial evaluation for efficient access to inheritance lexicons
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Lexicon filtering
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Generalized LR parsing for extensions of context-free grammars
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Statistical ambiguity resolution for grammar-based parsing
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Using the TOPSIS multicriteria method to direct an agreement error correction process
105 - III. Disambiguation & anaphora resolution
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Combining independent knowledge sources for word sense disambiguation
117 -
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Toward full-text ontology-based word sense disambiguation
131 -
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Robust reference resolution with limited knowledge
143 -
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Slot unification grammar & anaphora resolution
155 -
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Subject ellipsis in Chinese news headlines
167 - IV. Semantics
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A discourse-semantic account of topic and comment
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Compact representation of ambiguous language
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Lexical ambiguity in machine translation
207 - V. Generation
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PROTECTOR
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Aggregative utterance planning for interactive instruction
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AMALIA
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Information structure and machine translation
271 - VI. Machine translation
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Using hybrid methods and resources in semantic-based transfer
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Inflectional information in transfer for lexicalist machine translation
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Machine translation with Episteme
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Combining multiple methods for the automatic construction of multilingual WordNets
327 - VII. Categorisation & applications
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Probabilistic event categorisation
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Using WordNet to complement training information in text categorisation
353 -
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Term weight learning for an automatic text categorisation
365 -
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Linguistic engineering using ALEP
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The effect of increased context on information retrieval effectiveness
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MILK
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List and Addresses of Contributors
411 -
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Index of Subjects and Terms
417
Publishing information
Pages and Images/Illustrations in book
eBook published on:
June 23, 2011
eBook ISBN:
9789027283979
Pages and Images/Illustrations in book
Main content:
422
eBook ISBN:
9789027283979
Audience(s) for this book
Professional and scholarly;
