Semi-supervised semantic role labeling

EACL 2009 - 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings

Volumn , Issue , 2009, Pages 220-228

  Fürstenau, Hagen ^a   Lapata, Mirelia ^b  

^a SAARLAND UNIVERSITY   (Germany)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL OPTIMIZATION; COMPUTATIONAL LINGUISTICS; MACHINE LEARNING; SUPERVISED LEARNING;

AUTOMATIC ANNOTATION; IMPROVE PERFORMANCE; LINEAR ASSIGNMENT PROBLEM; ROLE ASSIGNMENT; SEMANTIC ROLE LABELING; SEMI- SUPERVISED LEARNING; SEMI-SUPERVISED; UNLABELED DATA;

SEMANTICS;

EID: 77950793077     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1609067.1609091     Document Type: Conference Paper

References (26)

1. Collin F. Baker, Michael Ellsworth, and Katrin Erk. 2007. SemEval-2007 Task 19: Frame Semantic Structure Extraction. In Proceedings of the 4th International Workshop on Semantic Evaluations, pages 99-104, Prague, Czech Republic.
2. R. P. Brent. 1973. Algorithms for Minimization without Derivatives. Prentice-Hall, Englewood Cliffs, NJ.
3. Ted Briscoe, John Carroll, and Rebecca Watson. 2006. The Second Release of the RASP System. In Proceedings of the COLING/ACL 2006 Interactive Presentation Sessions, pages 77-80, Sydney, Australia.
4. J. A. Bullinaria and J. P. Levy. 2007. Extracting semantic representations from word co-occurrence statistics: A computational study. Behavior Research Methods, 39: 510-526.
5. George B. Dantzig. 1963. Linear Programming and Extensions. Princeton University Press, Princeton, NJ, USA.
6. R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin. 2008. LIBLINEAR: A library for large linear classification. Journal of Machine Learning Research, 9: 1871-1874.
7. Charles J. Fillmore, Christopher R. Johnson, and Miriam R. L. Petruck. 2003. Background to FrameNet. International Journal of Lexicography, 16: 235-250.
8. Lev Finkelstein, Evgeniy Gabrilovich, Yossi Matias, Ehud Rivlin, Zach Solan, Gadi Wolfman, and Eytan Ruppin. 2002. Placing search in context: The concept revisited. ACM Transactions on Information Systems, 20(1): 116-131.
9. Jerome H. Friedman. 1996. Another approach to polychotomous classification. Technical report, Department of Statistics, Stanford University.
10. Pascale Fung and Benfeng Chen. 2004. BiFrameNet: Bilingual frame semantics resources construction by cross-lingual induction. In Proceedings of the 20th International Conference on Computational Linguistics, pages 931-935, Geneva, Switzerland.
11. Hagen Fürstenau. 2008. Enriching frame semantic resources with dependency graphs. In Proceedings of the 6th Language Resources and Evaluation Conference, Marrakech, Morocco.
12. Daniel Gildea and Dan Jurafsky. 2002. Automatic labeling of semantic roles. Computational Linguistics, 28: 3: 245-288.
13. Andrew Gordon and Reid Swanson. 2007. Generalizing semantic role annotations across syntactically similar verbs. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 192-199, Prague, Czech Republic.
14. Richard Johansson and Pierre Nugues. 2006. A FrameNet-based semantic role labeler for Swedish. In Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions, pages 436-443, Sydney, Australia.
15. Richard Johansson and Pierre Nugues. 2008. The effect of syntactic representation on semantic role labeling. In Proceedings of the 22nd International Conference on Computational Linguistics, pages 393-400, Manchester, UK.
16. Beth Levin. 1993. English Verb Classes and Alternations: A Preliminary Investigation. University of Chicago Press.
17. Alessandro Moschitti, Paul Morarescu, and Sanda Harabagiu. 2003. Open-domain information extraction via automatic semantic labeling. In Proceedings of FLAIRS 2003, pages 397-401, St. Augustine, FL.
18. E. Noreen. 1989. Computer-intensive Methods for Testing Hypotheses: An Introduction. John Wiley and Sons Inc.
19. Sebastian Padó and Katrin Erk. 2005. To cause or not to cause: Cross-lingual semantic matching for paraphrase modelling. In Proceedings of the EUROLAN Workshop on Cross-Linguistic Knowledge Induction, pages 23-30, Cluj-Napoca, Romania.
20. Sebastian Padó and Mirella Lapata. 2006. Optimal constituent alignment with edge covers for semantic projection. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, pages 1161-1168, Sydney, Australia.
21. Martha Palmer, Dan Gildea, and Paul Kingsbury. 2005. The Proposition Bank: An annotated corpus of semantic roles. Computational Linguistics, 31(1): 71-106.
22. Marco Pennacchiotti, Diego De Cao, Roberto Basili, Danilo Croce, and Michael Roth. 2008. Automatic induction of FrameNet lexical units. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 457-465, Honolulu, Hawaii.
23. Dan Shen and Mirella Lapata. 2007. Using semantic roles to improve question answering. In Proceedings of the joint Conference on Empirical Methods in Natural Language Processing and Conference on Computational Natural Language Learning, pages 12-21, Prague, Czech Republic.
24. Mihai Surdeanu, Sanda Harabagiu, John Williams, and Paul Aarseth. 2003. Using predicate-argument structures for information extraction. In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, pages 8-15, Sapporo, Japan.
25. Robert S. Swier and Suzanne Stevenson. 2004. Unsupervised semantic role labelling. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 95-102. Bacelona, Spain.
26. Marta Tatu and Dan Moldovan. 2005. A semantic approach to recognizing textual entailment. In Proceedings of the joint Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, pages 371-378, Vancouver, BC.