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Recent Advances in Natural Language Processing IV
Selected papers from RANLP 2005
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Edited by:
Nicolas Nicolov
Language:
English
Published/Copyright:
2007
About this book
This volume brings together selected and revised papers from the international conference on “Recent Advances in Natural Language Processing”, held in Borovets, Bulgaria, in September 2005. The best papers have been selected for this volume with the aim to reflect the most promising and significant trends in natural language processing. The volume covers a wide variety of topics in Natural Language Processing, including information extraction, indexing, latent semantic analysis, dependency parsing, anaphora and referring expressions, spam analysis, document classification, rhetorical relations, textual entailment, question answering, ontologies, word sense disambiguation, machine translation, treebanks and corpora.
Topics
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Prelim pages
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Table of contents
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Editors' Foreword
ix - Part I. Computation for linguistics
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Linguistic challenges for computationalists
1 - Part II. Information extraction & indexing
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NLP: An information extraction perspective
17 -
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Semantic indexing using minimum redundancy cut in ontologies
25 -
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Indexing and querying linguistic metadata and document content
35 -
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Term representation with Generalized Latent Semantic Analysis
45 - Part III. Parsing
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Multilingual dependency parsing: A pipeline approach
55 -
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How does treebank annotation influence parsing? Or how not to compare apples and oranges
79 -
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The SenSem project: Syntactico-semantic annotation of sentences in Spanish
89 - Part IV. Anaphora & referring expressions
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Generating referring expressions: Past, present and future
99 -
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A data-driven approach to pronominal anaphora resolution for German
115 - Part V. Classification
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Efficient spam analysis for weblogs through URL segmentation
125 -
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Document classification using semantic networks with an adaptive similarity measure
137 -
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Text summarization for improved text classification
147 -
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Exploiting linguistic cues to classify rhetorical relations
157 - Part VI. Textual entailment & question answering
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Tree edit distance for textual entailment
167 -
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A genetic algorithm for optimising information retrieval with linguistic features in question answering
177 -
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Lexico-syntactic subsumption for textual entailment
187 -
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A knowledge-based approach to text-to-text similarity
197 - Part VII. Ontologies
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A simple WWW-based method for semantic word class acquisition
207 -
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Automatic building of Wordnets
217 - Part VIII. Machine translation
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Lexical transfer selection using annotated parallel corpora
227 -
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Multi-perspective evaluation of the FAME speech-to-speech translation system for Catalan, English and Spanish
237 -
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Parallel corpora for medium density languages
247 - Part IX. Corpora
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The role of data in NLP: The case for dataset profiling
259 -
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Even very frequent function words do not distribute homogeneously
267 -
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Exploiting parallel texts to produce a multilingual sense tagged corpus for word sense disambiguation
277 -
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Detecting dangerous coordination ambiguities using word distribution
287 -
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List and addresses of contributors
297 -
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Index of subjects and terms
303
Publishing information
Pages and Images/Illustrations in book
eBook published on:
July 1, 2008
eBook ISBN:
9789027291288
Pages and Images/Illustrations in book
Main content:
307
eBook ISBN:
9789027291288
Audience(s) for this book
Professional and scholarly;
