Last update:
9 February 2010
© John Benjamins
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Blurb
Table of contents
Subjects
Recent Advances in Natural Language Processing III
Selected papers from RANLP 2003
Edited by Nicolas Nicolov, Kalina Bontcheva, Galia Angelova and Ruslan MitkovIBM T.J. Watson Research Center / University of Sheffield / Bulgarian Academy of Sciences / University of Wolverhampton
2004. xii, 402 pp.
Publishing status: Available
Hardbound
– In stock
978 90 272 4774 2 / EUR 110.00
978 1 58811 618 5 / USD 165.00
e-Book
– Available from e-book platforms
978 90 272 9468 5 / EUR 110.00 / USD 165.00
Ordering information
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.
Table of contents
Editors’ Foreword
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ix
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A type-theoretic approach to anaphora and ellipsis resolution
Chris Fox and Shalom Lappin
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1
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Human dialogue modelling using machine learning
Yorick Wilks, Nick Webb, Andrea Setzer, Mark Hepple and Roberta Catizone
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17
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Learning domain theories
Stephen G. Pulman and Maria Liakata
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29
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Recent developments in temporal information extraction
Inderjeet Mani
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45
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Annotation-based finite state processing in a large-scale NLP arhitecture
Branimir K. Boguraev
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61
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Acquiring lexical paraphrases from a single corpus
Oren Glickman and Ido Dagan
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81
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Multi-word collocation extraction by syntactic composition of collocation bigrams
Violeta Seretan, Luka Nerima and Eric Wehrli
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91
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Combining independent modules in lexical multiple-choice problems
Peter D. Turney, Michael L. Littman, Jeffrey Bigham and Victor Shnayder
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101
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Roget’s thesaurus and semantic similarity
Mario Jarmasz and Stan Szpakowicz
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111
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Clustering WordNet word senses
Eneko Agirre and Oier Lopez de Lacalle
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121
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Inducing hyperlinking rules in text collections
Roberto Basili, Maria Teresa Pazienza and Fabio Massimo Zanzotto
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131
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Near-synonym choice in natural language generation
Diana Zaiu Inkpen and Graeme Hirst
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141
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Fast and accurate part-of-speech tagging: The SVM approach revisited
Jesús Giménez and Lluís Màrquez
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153
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Part-of-speech tagging with minimal lexicalization
Virginia Savova and Leon Peshkin
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163
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Accurate annotation: An efficiency metric
António Branco and João Silva
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173
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Structured parameter estimation for LFG-DOP
Mary Hearne and Khalil Sima’an
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183
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Parsing without grammar — Using complete trees instead
Sandra Kübler
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193
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Phrase recognition by filtering and ranking with perceptrons
Xavier Carreras and Lluís Màrquez
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205
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Cascaded finite-state partial parsing: A larger-first approach
Sebastian van Delden and Fernando Gomez
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217
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A constraint-based bottom-up counterpart to definite clause grammars
Henning Christiansen
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227
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Using parallel texts to improve recall in botany
Mary McGee Wood, Susannah J. Lydon, Valentin Tablan, Diana Maynard and Hamish Cunningham
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237
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Marking atomic events in sets of related texts
Elena Filatova and Vasileios Hatzivassiloglou
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247
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Semantically driven approach for scenario recognition in the IE system FRET
Svetla Boytcheva, Milena Yankova and Albena Strupchanska
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257
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A framework for named entity recognition in the open domain
Richard J. Evans
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267
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Latent semantic analysis and the construction of coherent extracts
Tristan Miller
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277
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Facilitating email thread access by extractive summary generation
Ani Nenkova and Amit Bagga
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287
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Towards deeper understanding of the latent semantic analysis performance
Preslav Nakov, Elena Valchanova and Galia Angelova
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297
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Automatic linking of similar texts across languages
Bruno Pouliquen, Ralf Steinberger and Camelia Ignat
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307
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Verb phrase ellipsis detection using machine learning techniques
Leif Arda Nielsen
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317
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HPSG-based annotation scheme for corpora development and parsing evaluation
Kiril Iv. Simov
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327
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Arabic Morpho-syntax for Text-to-Speech
Allan Ramsay and Hanady Mansour
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337
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Guessing morphological classes of unknown German nouns
Preslav Nakov, Yury Bonev, Galia Angelova, Evelyn Gius and Walther von Hahn
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347
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Building sense tagged corpora with volunteer contributions over the Web
Rada Mihalcea and Timothy Chklovski
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357
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Reducing false positives by expert combination in automatic keyword indexing
Anette Hulth
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367
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Socrates: A question answering prototype for Bulgarian
Hristo T. Tanev
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377
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Unsupervised natural language disambiguation using non-ambiguous words
Rada Mihalcea
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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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Linguistics