Contextualizing semantic representations using syntactically enriched vector models

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn 2010-July, Issue , 2010, Pages 948-957

  Thater, Stefan ^a   Fürstenau, Hagen ^a   Pinkal, Manfred ^a  

^a SAARLAND UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT VECTOR; FIRST ORDER; KNOWLEDGE IT; SECOND ORDERS; SEMANTIC REPRESENTATION; UNSUPERVISED METHOD; VECTOR-MODELING; WORD SENSE;

SEMANTICS;

EID: 85118450868     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Chris Buckley and Ellen M. Voorhees. 2000. Evaluating evaluation measure stability. In Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 33-40, Athens, Greece.
2. Kenneth W. Church and Patrick Hanks. 1990. Word association, mutual information and lexicography. Computational Linguistics, 16(1):22-29.
3. Marie-Catherine de Marneffe, Bill MacCartney, and Christopher D. Manning. 2006. Generating typed dependency parses from phrase structure parses. In Proceedings of the fifth international conference on Language Resources and Evaluation (LREC 2006), pages 449-454, Genoa, Italy.
4. Dmitriy Dligach and Martha Palmer. 2008. Novel semantic features for verb sense disambiguation. In Proceedings of ACL-08: HLT, Short Papers, pages 29-32, Columbus, OH, USA.
5. Katrin Erk and Diana McCarthy. 2009. Graded word sense assignment. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 440-449, Singapore.
6. Katrin Erk and Sebastian Padó. 2008. A structured vector space model for word meaning in context. In Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, Honolulu, HI, USA.
7. Katrin Erk and Sebastian Padó. 2009. Paraphrase assessment in structured vector space: Exploring parameters and datasets. In Proc. of the Workshop on Geometrical Models of Natural Language Semantics, Athens, Greece.
8. Christiane Fellbaum, editor. 1998. Wordnet: An Electronic Lexical Database. Bradford Book.
9. Walter Kintsch. 2001. Predication. Cognitive Science, 25:173-202.
10. Kazuaki Kishida. 2005. Property of average precision and its generalization: An examination of evaluation indicator for information retrieval experiments. NII Technical Report.
11. Thomas K. Landauer and Susan T. Dumais. 1997. A solution to plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge. Psychological Review, 104(2):211-240.
12. Dekang Lin. 1993. Principle-based parsing without overgeneration. In Proceedings of the 31st Annual Meeting of the Association for Computational Linguistics, pages 112-120, Columbus, OH, USA.
13. Dekang Lin. 1998. Automatic retrieval and clustering of similar words. In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, Volume 2, pages 768-774.
14. Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze. 2008. Introduction to Information Retrieval. Cambridge University Press.
15. Diana McCarthy and John Carroll. 2003. Disambiguating nouns, verbs, and adjectives using automatically acquired selectional preferences. Computational Linguistics, 29(4):639-654.
16. Diana McCarthy and Roberto Navigli. 2007. SemEval-2007 Task 10: English Lexical Substitution Task. In Proc. of SemEval, Prague, Czech Republic.
17. Jeff Mitchell and Mirella Lapata. 2008. Vector-based models of semantic composition. In Proceedings of ACL-08: HLT, pages 236-244, Columbus, OH, USA.
18. Richard Montague. 1973. The proper treatment of quantification in ordinary English. In Jaakko Hintikka, Julius Moravcsik, and Patrick Suppes, editors, Approaches to Natural Language, pages 221-242. Dordrecht.
19. Eric W. Noreen. 1989. Computer-intensive Methods for Testing Hypotheses: An Introduction. John Wiley and Sons Inc.
20. Sebastian Padó and Mirella Lapata. 2007. Dependency-based construction of semantic space models. Computational Linguistics, 33(2):161-199.
21. Marco Pennacchiotti, Diego De Cao, Roberto Basili, Danilo Croce, and Michael Roth. 2008. Automatic induction of framenet lexical units. In Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pages 457-465, Honolulu, HI, USA.
22. Hinrich Schütze. 1998. Automatic word sense discrimination. Computational Linguistics, 24(1):97-124.
23. Stefan Thater, Georgiana Dinu, and Manfred Pinkal. 2009. Ranking paraphrases in context. In Proceedings of the 2009 Workshop on Applied Textual Inference, pages 44-47, Singapore.