An eigenvalue-based measure for word-sense disambiguation

Proceedings of the 25th International Florida Artificial Intelligence Research Society Conference, FLAIRS-25

Volumn , Issue , 2012, Pages 226-231

  Hulpuş, Ioana ^a   Hayes, Conor ^a   Karnstedt, Marcel ^a   Greene, Derek ^b  

^a NATIONAL UNIVERSITY OF IRELAND   (Ireland)

^b UNIVERSITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND KNOWLEDGE; SENSE INVENTORIES; STATE-OF-THE-ART APPROACH; WORD SENSE DISAMBIGUATION; WSD ALGORITHMS;

ARTIFICIAL INTELLIGENCE; EIGENVALUES AND EIGENFUNCTIONS; OPTIMIZATION;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84865013149     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Agirre, E., and Soroa, A. 2009. Personalizing pagerank for word sense disambiguation. In Proc. 12th Conf. of the European Chapter of the Association for Computational Linguistics.
2. Anaya-Sánchez, H.; Pons-Porrata, A.; and Berlanga-Llavori, R. 2009. Using sense clustering for the disambiguation of words.
3. Bharat, K., and Henzinger, M. R. 1998. Improved algorithms for topic distillation in a hyperlinked environment. In Proc. 21st SIGIR conference on Research and development in information retrieval, SIGIR '98, 104-111. ACM.
4. Cowie, J.; Guthrie, J.; and Guthrie, L. 1992. Lexical disambiguation using simulated annealing. In Proc of COLING-92, 359-365.
5. Finkel, J. R.; Grenager, T.; and Manning, C. 2005. Incorporating non-local information into information extraction systems by gibbs sampling. In Proc. 43nd Annual Meeting of the Association for Computational Linguistics, 363-370.
6. Greene, D., and Cunningham, P. 2006. Practical solutions to the problem of diagonal dominance in kernel document clustering. In Proc. 23rd International Conference on Machine learning (ICML'06), 377-384. ACM Press.
7. Hoffart, J.; Suchanek, F. M.; Berberich, K.; Kelham, E. L.; de Melo, G.; and Weikum, G. 2011. Yago2: Exploring and querying world knowledge in time, space, context, and many languages. In World Wide Web Conference 2011.
8. Kleinberg, J. M. 1999. Authoritative sources in a hyperlinked environment. Journal of the ACM 46:604-632.
9. Lesk, M. 1986. Automatic sense disambiguation using machine readable dictionaries: how to tell a pine cone from an ice cream cone. In Proc. 5th International Conference on Systems Documentation, SIGDOC '86, 24-26. ACM.
10. McCallum, A. K. 2002. Mallet: A machine learning for language toolkit. http://mallet.cs.umass.edu.
11. Mendes, P. N.; Jakob, M.; Garca-Silva, A.; and Bizer, C. 2011. Dbpedia spotlight: Shedding light on the web of documents. In Proc. 7th Int. Conference on Semantic Systems.
12. Miller, G. A. 1995. Wordnet: A lexical database for english. Communications of the ACM 38(11):39-41.
13. Navigli, R., and Velardi, P. 2005. Structural semantic interconnections: A knowledge-based approach to word sense disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence 27(7).
14. Navigli, R. 2009. Word sense disambiguation: A survey. ACM Comput. Surv. 41:10:1-10:69.
15. Nesi, H.; Gardner, S.; Thompson, P.; and Wickens, P. 2007. British academic written english (bawe) corpus. Universities of Warwick, Reading and Oxford Brookes, under funding from ESRC (RES-000-23-0800).
16. Sinha, R., and Mihalcea, R. 2007. Unsupervised graph-based word sense disambiguation using measures of word semantic similarity. In Proc. International Conference on Semantic Computing, 363-369. IEEE Computer Society.
17. Steyvers, M., and Griffiths, T. 2007. Probabilistic Topic Models. Lawrence Erlbaum Associates.
18. Tsatsaronis, G.; Vazirgiannis, M.; and Androutsopoulos, I. 2007. Word sense disambiguation with spreading activation networks generated from thesauri. In Proc. 20th Int. Joint Conf. in Artificial Intelligence, 1725-1730.