Unimelb: Topic modelling-based word sense induction for web snippet clustering

*SEM 2013 - 2nd Joint Conference on Lexical and Computational Semantics

Volumn 2, Issue , 2013, Pages 218-221

  Lau, Jey Han ^a   Cook, Paul ^a   Baldwin, Timothy ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

SEARCH ENGINES;

HIERARCHICAL DIRICHLET PROCESS (HDP); NON-PARAMETRIC; SEARCH QUERIES; TOPIC MODELING; WIKIPEDIA; WORD SENSE INDUCTIONS;

SEMANTICS;

EID: 85040607657     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Eneko Agirre and Philip Edmonds. 2006. Word Sense Disambiguation: Algorithms and Applications. Springer, Dordrecht, Netherlands.
2. Eneko Agirre and Aitor Soroa. 2007. SemEval-2007 task 02: Evaluating word sense induction and discrimination systems. In Proc. of the 4th International Workshop on Semantic Evaluations, pages 7–12, Prague, Czech Republic.
3. David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent Dirichlet allocation. Journal of Machine Learning Research, 3:993–1022.
4. Jey Han Lau, Paul Cook, Diana McCarthy, David Newman, and Timothy Baldwin. 2012. Word sense induction for novel sense detection. In Proc. of the 13th Conference of the EACL (EACL 2012), pages 591–601, Avignon, France.
5. Jey Han Lau, Paul Cook, and Timothy Baldwin. to appear. unimelb: Topic modelling-based word sense induction. In Proc. of the 7th International Workshop on Semantic Evaluation (SemEval 2013).
6. Suresh Manandhar, Ioannis Klapaftis, Dmitriy Dligach, and Sameer Pradhan. 2010. SemEval-2010 Task 14: Word sense induction & disambiguation. In Proceedings of the 5th International Workshop on Semantic Evaluation, pages 63–68, Uppsala, Sweden.
7. Guido Minnen, John Carroll, and Darren Pearce. 2001. Applied morphological processing of English. Natural Language Engineering, 7(3):207–223.
8. Roberto Navigli and Daniele Vannella. 2013. SemEval-2013 task 11: Evaluating word sense induction & disambiguation within an end-user application. In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), in conjunction with the Second Joint Conference on Lexical and Computational Semantcis (∗SEM 2013), Atlanta, USA.
9. Roberto Navigli. 2009. Word sense disambiguation: A survey. ACM Computing Surveys, 41(2).
10. Yee Whye Teh, Michael I. Jordan, Matthew J. Beal, and David M. Blei. 2006. Hierarchical Dirichlet processes. Journal of the American Statistical Association, 101:1566–1581.