Representing words as regions in vector space

CoNLL 2009 - Proceedings of the Thirteenth Conference on Computational Natural Language Learning

Volumn , Issue , 2009, Pages 57-65

  Erk, Katrin ^a  

^a UNIVERSITY OF TEXAS AT AUSTIN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

VECTORS;

CLASSIFICATION TASKS; F-SCORE; POINT REPRESENTATIONS; VECTOR SPACE MODELS; WORD MEANING;

VECTOR SPACES;

EID: 77949631466     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1596374.1596387     Document Type: Conference Paper

References (32)

1. M. Connor and D. Roth. 2007. Context sensitive paraphrasing with a single unsupervised classifier. In Proceedings of ECML-07, Warsaw, Poland.
2. K. Erk and S. Pado. 2008. A structured vector space model for word meaning in context. In Proceedings of EMNLP-08, Hawaii.
3. K. Erk. 2009. Supporting inferences in semantic space: representing words as regions. In Proceedings of IWCS-8, Tilburg, Netherlands.
4. P. Gärdenfors. 2004. Conceptual spaces. MIT press, Cambridge, MA.
5. M. Geffet and I. Dagan. 2005. The distributional inclusion hypotheses and lexical entailment. In Proceedings of ACL-05, Ann Arbor, MI.
6. J. Gorman and J. R. Curran. 2006. Scaling distributional similarity to large corpora. In Proceedings of ACL'06, Sydney.
7. J. A. Hampton. 1991. The combination of prototype concepts. In P. Schwanenflugel, editor, The psychology of word meanings. Lawrence Erlbaum Associates.
8. P. Hanks. 2000. Do word meanings exist? Computers and the Humanities, 34(1-2):205-215(11).
9. M. Jones and D. Mewhort. 2007. Representing word menaing and order information in a composite holographic lexicon. Psychological Review, 114:1-37.
10. A. Kilgarriff. 1997. I don't believe in word senses. Computers and the Humanities, 31(2):91-113.
11. W. Kintsch. 2001. Predication. Cognitive Science, 25:173-202.
12. T. Landauer and S. Dumais. 1997. A solution to Platos problem: the latent semantic analysis theory of acquisition, induction, and representation of knowledge. Psychological Review, 104(2):211-240.
13. D. Lin. 1993. Principle-based parsing without overgeneration. In Proceedings of ACL'93, Columbus, Ohio.
14. D. Lin. 1998. Automatic retrieval and clustering of similar words. In COLING-ACL98, Montreal, Canada.
15. W. Lowe and S. McDonald. 2000. The direct route: Mediated priming in semantic space. In Proceedings of the Cognitive Science Society.
16. W. Lowe. 2001. Towards a theory of semantic space. In Proceedings of the Cognitive Science Society.
17. K. Lund and C. Burgess. 1996. Producing high-dimensional semantic spaces from lexical cooccurrence. Behavior Research Methods, Instruments, and Computers, 28:203-208.
18. C. D. Manning, P. Raghavan, and H. Schütze. 2008. Introduction to Information Retrieval. Cambridge University Press.
19. D. McCarthy, R. Koeling, J. Weeds, and J. Carroll. 2004. Finding predominant senses in untagged text. In Proceedings of ACL'04, Barcelona, Spain.
20. S. McDonald and M. Ramscar. 2001. Testing the distributional hypothesis: The influence of context on judgements of semantic similarity. In Proceedings of the Cognitive Science Society.
21. J. Mitchell and M. Lapata. 2008. Vector-based models of semantic composition. In Proceedings of ACL-08, Columbus, OH.
22. G. L. Murphy. 2002. The Big Book of Concepts. MIT Press.
23. R. M. Nosofsky. 1986. Attention, similarity, and the identification-categorization relationship. Journal of Experimental Psychology: General, 115:39-57.
24. S. Padó and M. Lapata. 2007. Dependency-based construction of semantic space models. Computational Linguistics, 33(2):161-199.
25. M. Sahlgren and J. Karlgren. 2005. Automatic bilingual lexicon acquisition using random indexing of parallel corpora. Journal of Natural Language Engineering, Special Issue on Parallel Texts, 11(3).
26. H. Schütze. 1998. Automatic word sense discrimination. Computational Linguistics, 24(1).
27. R. Shepard. 1987. Towards a universal law of generalization for psychological science. Science, 237(4820):1317-1323.
28. E. E. Smith, D. Osherson, L. J. Rips, and M. Keane. 1988. Combining prototypes: A selective modification model. Cognitive Science, 12(4):485-527.
29. P. Smolensky. 1990. Tensor product variable binding and the representation of symbolic structures in connectionist systems. Artificial Intelligence, 46:159-216.
30. R. Snow, D. Jurafsky, and A. Y. Ng. 2006. Semantic taxonomy induction from heterogenous evidence. In Proceedings of COLING/ACL'06.
31. I. Szpektor, I. Dagan, R. Bar-Haim, and J. Goldberger. 2008. Contextual preferences. In Proceedings of ACL-08, Columbus, OH.
32. J. Weeds, D. Weir, and D. McCarthy. 2004. Characterising measures of lexical distributional similarity. In Proceedings of COLING-04, Geneva, Switzerland.