Recent Advances in Natural Language Processing IV Selected Papers from RANLP 2005 292nd Edition by Nicolas Nicolov, Kalina Bontcheva, Galia Angelova, Ruslan Mitkov ISBN 978-9027248077 9027248079
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Product details:
ISBN 10: 9027248079
ISBN 13: 978-9027248077
Author: Nicolas Nicolov, Kalina Bontcheva, Galia Angelova, Ruslan Mitkov
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.
Table of contents:
I. Computation for Linguistics
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John Nerbonne – Linguistic Challenges for Computationalists
II. Information Extraction & Indexing
2. Ralph Grishman – NLP: An Information Extraction Perspective
3. Florian Seydoux & Jean-Cédric Chappelier – Semantic Indexing Using Minimum Redundancy Cut in Ontologies
4. Niraj Aswani, Valentin Tablan, Kalina Bontcheva & Hamish Cunningham – Indexing and Querying Linguistic Metadata and Document Content
5. Irina Matveeva, Gina-Anne Levow, Ayman Farahat & Christiaan Royer – Term Representation with Generalized Latent Semantic Analysis
III. Parsing
6. Ming-Wei Chang, Quang Do & Dan Roth – Multilingual Dependency Parsing: A Pipeline Approach
7. Sandra Kübler – How Does Treebank Annotation Influence Parsing? Or How Not to Compare Apples and Oranges
8. Laura Alonso, Joan Antoni Capilla, Irene Castellón, Ana Fernández-Montraveta & Gloria Vázquez – The SenSem Project: Syntactic-Semantic Annotation of Sentences in Spanish
IV. Anaphora & Referring Expressions
9. Robert Dale – Generating Referring Expressions: Past, Present and Future
10. Erhard W. Hinrichs, Katja Filippova & Holger Wunsch – A Data-Driven Approach to Pronominal Anaphora Resolution for German
V. Classification
11. Nicolas Nicolor & Franco Salvetti – Efficient Spam Analysis for Weblogs Through URL Segmentation
12. Filip Ginter, Sampo Pyysalo & Tapio Salakoski – Document Classification Using Semantic Networks with an Adaptive Similarity Measure
13. Rada Mihalcea & Samer Hassan – Text Summarization for Improved Text Classification
14. Caroline Sporleder & Alex Lascarides – Exploiting Linguistic Cues to Classify Rhetorical Relations
VI. Textual Entailment & Question Answering
15. Milen Kouylekov & Bernardo Magnini – Tree Edit Distance for Textual Entailment
16. Jörg Tiedemann – A Genetic Algorithm for Optimising Information Retrieval with Linguistic Features in Question Answering
17. Vasile Rus & Arthur Graesser – Lexico-Syntactic Subsumption for Textual Entailment
18. Courtney Corley, Andras Csomai & Rada Mihalcea – A Knowledge-Based Approach to Text-to-Text Similarity
VII. Ontologies
19. Keiji Shinzato & Kentaro Torisawa – A Simple WWW-Based Method for Semantic Word Class Acquisition
20. Eduard Barbu & Verginica Barbu Mititelu – Automatic Building of Wordnets
VIII. Machine Translation
21. Stelios Piperidis, Panagiotis Dimitrakis & Irene Balta – Lexical Transfer Selection Using Annotated Parallel Corpora
22. Victoria Arranz, Elisabet Comelles & David Farwell – Multi-Perspective Evaluation of the FAME Speech-to-Speech Translation System for Catalan, English and Spanish
23. Dániel Varga, Péter Halácsy, András Kornai, Viktor Nagy, László Németh & Viktor Trón – Parallel Corpora for Medium Density Languages
IX. Corpora
24. Anne De Roeck – The Role of Data in NLP: The Case for Dataset Profiling
25. Anne De Roeck, Avik Sarkar & Paul H. Garthwaite – Even Very Frequent Function Words Do Not Distribute Homogeneously
26. Lucia Specia, Maria das Graças V. Nunes & Mark Stevenson – Exploiting Parallel Texts to Produce a Multilingual Sense-Tagged Corpus for Word-Sense Disambiguation
27. Francis Chantree, Alistair Willis, Adam Kilgarriff & Anne De Roeck – Detecting Dangerous Coordination Ambiguities Using Word Distribution
Contributors
28. List and Addresses of Contributors
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