HMM expanded to multiple interleaved chains as a model for Word Sense Disambiguation

PACLIC 23 - Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation

Volumn 2, Issue , 2009, Pages 549-558

  Turdakov, Denis ^a   Lizorkin, Dmitry ^a  

^a INSTITUTE FOR SYSTEM PROGRAMMING   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATING PARAMETERS; NATURAL LANGUAGE TEXT; WIKIPEDIA; WORD SENSE DISAMBIGUATION;

HIDDEN MARKOV MODELS; KNOWLEDGE BASED SYSTEMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 78649851774     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (14)

1. Agirre, E. and P. Edmonds, editors. 2007. Word Sense Disambiguation: Algorithms and Applications. Text, Speech and Language Technology. Springer.
2. Clauset, A., M. E. J. Newman, and C. Moore. 2004. Finding community structure in very large networks. Physical Review E, 70:066111.
3. de Loupy, C., M. El-Beze, and P. Marteau. 1998. Word sense disambiguation using HMM tagger. In 1st Int. Conf. on Language Resources and Evaluation, LREC, pages 1255-1258.
4. Grineva, M., M. Grinev, and D. Lizorkin. 2009. Extracting key terms from noisy and multitheme documents. In 18th Int. Conf. on World Wide Web, pages 661-670. ACM.
5. Medelyan, O. 2007. Computing lexical chains with graph clustering. In ACL.
6. Medelyan, O., I. H. Witten, and D. Milne. 2008. Topic indexing with Wikipedia. In 1st AAAI Workshop on Wikipedia and Artificial Intelligence.
7. Mihalcea, R. and A. Csomai. 2007. Wikify!: linking documents to encyclopedic knowledge. In 16th ACM Conference on Information and Knowledge Management, pages 233-242. ACM.
8. Mihalcea, R. and D. Moldovan. 2001. A highly accurate bootstrapping algorithm for word sense disambiguation. International Journal on Artificial Intelligence Tools, 10(1/2):5-21.
9. Milne, D. and I. Witten. 2008. Learning to link with Wikipedia. In 17th ACM Conference on Information and Knowledge Management, pages 509-518. ACM.
10. Molina, A., F. Pla, and E. Segarra. 2004. WSD system based on Specialized Hidden Markov Model. In Senseval-3, pages 171-174. Association for Computational Linguistics.
11. Molina, A., F. Pla, E. Segarra, and L. Moreno. 2002. Word sense disambiguation using statistical models and WordNet. In Language Resources and Evaluation (LREC).
12. Nelken, R. and S. Shieber. 2007. Lexical chaining and word-sense-disambiguation. Technical Report TR-06-07, School of Engineering and Applied Sciences, Harvard University.
13. Turdakov, D. and P. Velikhov. 2008. Semantic relatedness metric forWikipedia concepts based on link analysis and its application to word sense disambiguation. In SYRCoDIS.
14. Zlatic, V., M. Bozicevic, H. Stefancic, and M. Domazet. 2006. Wikipedias: Collaborative webbased encyclopedias as complex networks. Physical Review E, 74:016115