Recent Advances in Natural Language Processing IV
Selected papers from RANLP 2005
Editors
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.
[Current Issues in Linguistic Theory, 292] 2007. xii, 307 pp.
Publishing status: Available
Published online on 1 July 2008
Published online on 1 July 2008
© John Benjamins Publishing Company
Table of Contents
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Editors' Foreword | pp. ix–xii
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Part I. Computation for linguistics
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Linguistic challenges for computationalistsJohn Nerbonne | pp. 1–16
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Part II. Information extraction & indexing
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NLP: An information extraction perspectiveRalph Grishman | pp. 17–23
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Semantic indexing using minimum redundancy cut in ontologiesFlorian Seydoux and Jean-Cédric Chappelier | pp. 25–34
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Indexing and querying linguistic metadata and document contentNiraj Aswani, Valentin Tablan, Kalina Bontcheva and Hamish Cunningham | pp. 35–44
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Term representation with Generalized Latent Semantic AnalysisIrina Matveeva, Gina-Anne Levow, Ayman Farahat and Christiaan Royer | pp. 45–54
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Part III. Parsing
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Multilingual dependency parsing: A pipeline approachMing-Wei Chang, Quang Do and Dan Roth | pp. 55–78
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How does treebank annotation influence parsing? Or how not to compare apples and orangesSandra Kübler | pp. 79–88
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The SenSem project: Syntactico-semantic annotation of sentences in SpanishLaura Alonso i Alemany, Joan Antoni Capilla, Irene Castellón Masalles, Ana Fernández-Montraveta and Gloria Vázquez | pp. 89–98
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Part IV. Anaphora & referring expressions
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Generating referring expressions: Past, present and futureRobert Dale | pp. 99–114
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A data-driven approach to pronominal anaphora resolution for GermanErhard W. Hinrichs, Katja Filippova and Holger Wunsch | pp. 115–124
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Part V. Classification
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Efficient spam analysis for weblogs through URL segmentationNicolas Nicolov and Franco Salvetti | pp. 125–136
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Document classification using semantic networks with an adaptive similarity measureFilip Ginter, Sampo Pyysalo and Tapio Salakoski | pp. 137–146
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Text summarization for improved text classificationRada Mihalcea and Samer Hassan | pp. 147–156
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Exploiting linguistic cues to classify rhetorical relationsCaroline Sporleder and Alex Lascarides | pp. 157–166
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Part VI. Textual entailment & question answering
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Tree edit distance for textual entailmentMilen Kouylekov and Bernardo Magnini | pp. 167–176
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A genetic algorithm for optimising information retrieval with linguistic features in question answeringJörg Tiedemann | pp. 177–186
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Lexico-syntactic subsumption for textual entailmentVasile Rus and Arthur C. Graesser | pp. 187–196
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A knowledge-based approach to text-to-text similarityCourtney Corley, Andras Csomai and Rada Mihalcea | pp. 197–206
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Part VII. Ontologies
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A simple WWW-based method for semantic word class acquisitionKeiji Shinzato and Kentaro Torisawa | pp. 207–216
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Automatic building of WordnetsEduard Barbu and Verginica Barbu Mititelu | pp. 217–226
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Part VIII. Machine translation
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Lexical transfer selection using annotated parallel corporaStelios Piperidis, Panagiotis Dimitrakis and Irene Balta | pp. 227–236
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Multi-perspective evaluation of the FAME speech-to-speech translation system for Catalan, English and SpanishVictoria Arranz, Elisabet Comelles and David Farwell | pp. 237–246
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Parallel corpora for medium density languagesDániel Varga, Péter Halácsy, András Kornai, Viktor Nagy, László Németh and Viktor Trón | pp. 247–258
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Part IX. Corpora
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The role of data in NLP: The case for dataset profilingAnne De Roeck | pp. 259–266
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Even very frequent function words do not distribute homogeneouslyAnne De Roeck, Avik Sarkar and Paul H. Garthwaite | pp. 267–276
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Exploiting parallel texts to produce a multilingual sense tagged corpus for word sense disambiguationLucia Specia, Maria das Graças V. Nunes and Mark Stevenson | pp. 277–286
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Detecting dangerous coordination ambiguities using word distributionFrancis Chantree, Alistair Willis, Adam Kilgarriff and Anne De Roeck | pp. 287–296
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List and addresses of contributors | pp. 297–301
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Index of subjects and terms | pp. 303–307
Cited by (3)
Cited by three other publications
Bambini, Valentina
Bambini, Valentina
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Subjects
Main BIC Subject
CFX: Computational linguistics
Main BISAC Subject
LAN009000: LANGUAGE ARTS & DISCIPLINES / Linguistics / General