Abstract
The lack of large, semantically annotated corpora is one of the main drawbacks of Word Sense Disambiguation systems. Unsupervised systems do not need such corpora and rely on the information of the WordNet ontology. In order to improve their performance, the use of other lexical resources need to be investigated. This paper describes the effort to integrate the Conceptual Density approach with sources of lexical information different from WordNet, particularly the WordNet Domains and the Cambridge Advanced Learner’s Dictionary. Unfortunately, enriching WordNet glosses with samples of another lexical resource did not provide the expected results.
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References
Agirre, E., Rigau, G.: A proposal for Word Sense Disambiguation using Conceptual Distance. In: Proceedings of the International Conference on Recent Advances in NLP. RANLP 2000, Tzhigov Chark, Bulgaria (2000)
Buscaldi, D., Rosso, P., Masulli, F.: The upv-unige-CIAOSENSO WSD System. In: Senseval-3 Workshop, ACL - Association of Computational Linguistics, Barcelona, Spain (in press, 2004)
Gonzalo, J., Verdejo, F., Chugar, I.: The Web as a Resource for WSD. In: 1st MEANING workshop, Spain (2003)
Lesk, M.: Automatic Sense Disambiguation using Machine Readable Dictionaries: How to tell a Pine Cone from an Ice Cream Cone. In: Proceedings of SIGDOC 1986, U.S.A. (1986)
Magnini, B., Cavaglià, G.: Integrating Subject Field Codes into WordNet. In: Proceedings of LREC 2000, Second International Conference on Language Resources and Evaluation, pp. 1413–1418 (2000)
Mihalcea, R., Moldovan, D.I.: A Method for Word Sense Disambiguation of Unrestricted Text. In: Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics (ACL 1999), Maryland, NY, U.S.A. (1999)
Rosso, P., Masulli, F., Buscaldi, D., Pla, F., Molina, A.: Automatic Noun Disambiguation. In: Gelbukh, A. (ed.) CICLing 2003. LNCS, vol. 2588, pp. 273–276. Springer, Heidelberg (2003)
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Buscaldi, D., Rosso, P., Masulli, F. (2004). Integrating Conceptual Density with WordNet Domains and CALD Glosses for Noun Sense Disambiguation. In: Vicedo, J.L., Martínez-Barco, P., Muńoz, R., Saiz Noeda, M. (eds) Advances in Natural Language Processing. EsTAL 2004. Lecture Notes in Computer Science(), vol 3230. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30228-5_17
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DOI: https://doi.org/10.1007/978-3-540-30228-5_17
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