Exploiting disambiguation and discrimination in Information Retrieval systems

Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2009

Volumn 3, Issue , 2009, Pages 539-542

  Basile, Pierpaolo ^a   Caputo, Annalina ^a   Semeraro, Giovanni ^a  

^a UNIVERSITY OF BARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

IN-VIVO; POLYSEMOUS WORD; RETRIEVAL PERFORMANCE; TEXTUAL INFORMATION; WORD MEANING;

COMPUTATIONAL LINGUISTICS; INFORMATION RETRIEVAL SYSTEMS; INTELLIGENT AGENTS;

INFORMATION RETRIEVAL;

EID: 84856905080     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI-IAT.2009.344     Document Type: Conference Paper

References (18)

1. P. Basile, A. Caputo, A. L. Gentile, M. Degemmis, P. Lops, and G. Semeraro, "Enhancing Semantic Search using N-Levels Document Representation," in Proceedings of the Workshop on Semantic Search (SemSearch 2008) at the 5th European Semantic Web Conference (ESWC 2008), Tenerife, Spain, June 2nd, 2008, ser. CEUR Workshop Proceedings, S. Bloehdorn, M. Grobelnik, P. Mika, and D. T. Tran, Eds., vol. 334. CEUR-WS.org, 2008, pp. 29-43.
2. P. Basile, A. Caputo, M. de Gemmis, A. L. Gentile, P. Lops, and G. Semeraro, "Improving Ranked Keyword Search with SENSE: SEmantic N-levels Search Engine," Communications of SIWN (formerly: System and Information Sciences Notes), special issue on DART 2008, vol. 5, pp. 39-45, August 2008, SIWN: The Systemics and Informatics World Network.
3. C. Fellbaum, WordNet: An Electronic Lexical Database. MIT Press, 1998.
4. M. Sahlgren, "The Word-Space Model: Using distributional analysis to represent syntagmatic and paradigmatic relations between words in highdimensional vector spaces," Ph.D. dissertation, Stockholm: Stockholm University, Faculty of Humanities, Department of Linguistics, 2006.
5. D. Widdows and K. Ferraro, "Semantic Vectors: A Scalable Open Source Package and Online Technology Management Application," in Proceedings of the 6th International Conference on Language Resources and Evaluation (LREC 2008), 2008.
6. P. Kanerva, Sparse Distributed Memory. MIT Press, 1988.
7. E. Agirre, G. M. D. Nunzio, N. Ferro, T. Mandl, and C. Peters, "CLEF 2008: Ad Hoc Track Overview," in Working notes for the CLEF 2008 Workshop, 2008, http://www.clefcampaign.org/2008/working notes/adhoc-final.pdf.
8. E. Agirre and O. L. de Lacalle, "BC-ALM: Combining k-NN with SVD for WSD," in Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval 2007), Prague, Czech Republic, 2007, pp. 341-325.
9. Y. S. Chan, H. T. Ng, and Z. Zhong, "NUS-PT: Exploiting Parallel Texts for Word Sense Disambiguation in the English All-Words Tasks," in Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval 2007), Prague, Czech Republic, 2007, pp. 253-256.
10. A. Kilgarriff, "How Dominant Is the Commonest Sense of a Word?" in TSD 2004, Text, Speech and Dialogue 7th International Conference, P. Sojka, I. Kopeček, and K. Pala, Eds., vol. 2448. Springer-Verlag Berlin Heidelberg, 2004, pp. 1-9.
11. P. Basile, A. Caputo, and G. Semeraro, "UNIBA-SENSE at CLEF 2008: SEmantic N-levels Search Engine," in Working notes for the CLEF 2008 Workshop, 2008.
12. C. Buckley and E. M. Voorhees, "Evaluating evaluation measure stability," in SIGIR '00: Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. New York, NY, USA: ACM, 2000, pp. 33-40.
13. E. M. Voorhees, WordNet: An Electronic Lexical Database. Cambridge (Mass.): The MIT Press, 1998, ch. Using WordNet for text retrieval, pp. 285-304.
14. C. Corley and R. Mihalcea, "Measuring the semantic similarity of texts," in Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment. Ann Arbor, Michigan: Association for Computational Linguistics, June 2005, pp. 13-18. [Online]. Available: http://www.aclweb.org/anthology/W/W05/W05-1203
15. J. Gonzalo, F. Verdejo, I. Chugur, and J. Cigarran, "Indexing with WordNet synsets can improve text retrieval," in Proceedings of the COLING/ACL, 1998, pp. 38-44.
16. S. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Landauer, and R. Harshman, "Indexing by latent semantic analysis," Journal of the American Society for Information Science, vol. 41, pp. 391-407, 1990.
17. H. Schütze and J. O. Pedersen, "Information retrieval based on word senses," in In Proceedings of the 4th Annual Symposium on Document Analysis and Information Retrieval, 1995, pp. 161-175.
18. E. Agirre, B. Magnini, O. L. de Lacalle, A. Otegi, G. Rigau, and Vossen, "SemEval-2007 Task 1: Evaluating WSD on Cross-Language Information Retrieval," in Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval 2007), Prague, Czech Republic. ACL, 2007, pp. 7-12.