What's in a preposition? Dimensions of sense disambiguation for an interesting word class

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference

Volumn 2, Issue , 2010, Pages 454-462

  Hovy, Dirk ^a   Tratz, Stephen ^a   Hovy, Eduard ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

WORD SENSE DISAMBIGUATION;

COMPUTATIONAL LINGUISTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053422048     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Baker, C.F., C.J. Fillmore, and J.B. Lowe. 1998. The Berkeley Frame Net Project. In Proceedings of the 17th international conference on Computational linguistics-Volume 1, pages 86-90. Association for Computational Linguistics Morristown, NJ, USA.
2. Berger, A.L., V.J. Della Pietra, and S.A. Della Pietra. 1996. A maximum entropy approach to natural language processing. Computational Linguistics, 22(1):39-71.
3. Chan, Y.S., H.T. Ng, and D. Chiang. 2007. Word sense disambiguation improves statistical machine translation. In Annual Meeting - Association For Computational Linguistics, volume 45, pages 33-40.
4. Chiang, D., K. Knight, and W. Wang. 2009. 11, 001 new features for statistical machine translation. In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 218-226, Boulder, Colorado, June. Association for Computational Linguistics.
5. Fellbaum, C. 1998. WordNet: an electronic lexical database. MIT Press USA.
6. Hwang, J. D., R. D. Nielsen, and M. Palmer. 2010. Towards a domain independent semantics: Enhancing semantic representation with construction grammar. In Proceedings of the NAACL HLT Workshop on Extracting and Using Constructions in Computational Linguistics, pages 1-8, Los Angeles, California, June. Association for Computational Linguistics.
7. Litkowski, K. and O. Hargraves. 2005. The preposition project. ACL-SIGSEM Workshop on "The Linguistic Dimensions of Prepositions and Their Use in Computational Linguistic Formalisms and Applications", pages 171-179.
8. Litkowski, K. and O. Hargraves. 2007. SemEval-2007 Task 06: Word-Sense Disambiguation of Prepositions. In Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval-2007), Prague, Czech Republic.
9. Marcus, M.P., M.A. Marcinkiewicz, and B. Santorini. 1993. Building a large annotated corpus of English: the Penn TreeBank. Computational Linguistics, 19(2):313-330.
10. McCallum, A.K. 2002. MALLET: A Machine Learning for Language Toolkit. 2002. http://mallet.cs.umass.edu.
11. Nivre, J., J. Hall, J. Nilsson, A. Chanev, G. Eryigit, S. Kübler, S. Marinov, and E. Marsi. 2007. Malt- Parser: A language-independent system for datadriven dependency parsing. Natural Language Engineering, 13(02):95-135. (Pubitemid 47090608)
12. O'Hara, T. and J. Wiebe. 2003. Preposition semantic classification via Penn Treebank and FrameNet. In Proceedings of CoNLL, pages 79-86.
13. O'Hara, T. and J. Wiebe. 2009. Exploiting semantic role resources for preposition disambiguation. Computational Linguistics, 35(2):151-184.
14. Rudzicz, F. and S. A. Mokhov. 2003. Towards a heuristic categorization of prepositional phrases in english with wordnet. Technical report, Cornell University, arxiv1.library.cornell.edu/abs/1002.1095- ?context=cs.
15. Shen, L., G. Satta, and A. Joshi. 2007. Guided learning for bidirectional sequence classification. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, volume 45, pages 760-767.
16. Tratz, S. and D. Hovy. 2009. Disambiguation of preposition sense using linguistically motivated features. In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium, pages 96-100, Boulder, Colorado, June. Association for Computational Linguistics.
17. Yarowsky, D. and R. Florian. 2002. Evaluating sense disambiguation across diverse parameter spaces. Natural Language Engineering, 8(4):293-310.
18. Ye, P. and T. Baldwin. 2007. MELB-YB: Preposition Sense Disambiguation Using Rich Semantic Features. In Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval-2007), Prague, Czech Republic.