Evaluating the impact of alternative dependency graph encodings on solving event extraction tasks

EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2010, Pages 982-992

  Buyko, Ekaterina ^a   Hahn, Udo ^a  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DEPENDENCY GRAPHS; DEPENDENCY STRUCTURES; EMPIRICAL FINDINGS; ENCODINGS; EVALUATION STUDY; EVENT EXTRACTION; EXPERIMENTAL EVIDENCE; F-SCORE; INFORMATION EXTRACTION; NATURAL LANGUAGES; STANFORD; STATE-OF-THE-ART APPROACH;

COMPUTATIONAL LINGUISTICS; DATA MINING; DATA STRUCTURES; ENCODING (SYMBOLS); PROGRAM PROCESSORS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053233862     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. Daniel M. Bikel. 2004. Intricacies of Collins' parsing model. Computational Linguistics, 30(4):479-511. (Pubitemid 41399545)
2. Jari Björne, Juho Heimonen, Filip Ginter, Antti Airola, Tapio Pahikkala, and Tapio Salakoski. 2009. Extracting complex biological events with rich graph-based feature sets. In Proceedings BioNLP 2009. Companion Volume: Shared Task on Event Extraction, pages 10-18. Boulder, Colorado, USA, June 4-5, 2009.
3. Sabine Buchholz and Erwin Marsi. 2006. CoNLL-X Shared Task on multilingual dependency parsing. In CoNLL-X - Proceedings of the 10th Conference on Computational Natural Language Learning, pages 149-164, New York City, N.Y., June 8-9, 2006.
4. Razvan Bunescu, Ruifang Ge, Rohit J. Kate, Edward M. Marcotte, Raymond J. Mooney, Arun K. Ramani, and Yuk Wah Wong. 2005. Comparative experiments on learning information extractors for proteins and their interactions. Artificial Intelligence in Medicine, 33(2):139-155. (Pubitemid 40462453)
5. Ekaterina Buyko, Erik Faessler, Joachim Wermter, and Udo Hahn. 2009. Event extraction from trimmed dependency graphs. In Proceedings BioNLP 2009. Companion Volume: Shared Task on Event Extrac- tion, pages 19-27. Boulder, Colorado, USA, June 4-5, 2009.
6. Ekaterina Buyko, Erik Faessler, Joachim Wermter, and Udo Hahn. 2010. Syntactic simplification and semantic enrichment - Trimming dependency graphs for event extraction. Computational Intelligence, 26(4).
7. Daniel Cer, Marie-Catherine de Marneffe, Dan Jurafsky, and Chris Manning. 2010. Parsing to Stanford Dependencies: Trade-offs between speed and accuracy. In LREC'2010 - Proceedings of the 7th International Conference on Language Resources and Evaluation, pages 1628-1632. Valletta, Malta, May 19-21, 2010.
8. Eugene Charniak and Mark Johnson. 2005. Coarse-to-fine n-best parsing and MaxEnt discriminative reranking. In ACL'05 - Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics, pages 173-180. Ann Arbor, MI, USA, 25-30, June, 2005.
9. Andrew B. Clegg and Adrian J. Shepherd. 2005. Evaluating and integrating Treebank parsers on a biomedical corpus. In Proceedings of the ACL 2005 Workshop on Software, pages 14-33. Ann Arbor, MI, USA, June 30, 2005.
10. Marie-Catherine de Marneffe, Bill MacCartney, and Christopher D. Manning. 2006. Generating typed dependency parses from phrase structure parses. In LREC'2006 - Proceedings of the 5th International Conference on Language Resources and Evaluation, pages 449-454. Genoa, Italy, 24-26 May 2006.
11. Richard Johansson and Pierre Nugues. 2007. Extended constituent-to- dependency conversion for English. In NODALIDA 2007 - Proceedings of the 16th Nordic Conference of Computational Linguistics, pages 105-112. Tartu, Estonia, May 24-25, 2007.
12. Jin-Dong Kim, Tomoko Ohta, and Jun'ichi Tsujii. 2008. Corpus annotation for mining biomedical events from literature. BMC Bioinformatics, 9(10).
13. Jin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, Yoshi-nobu Kano, and Jun'ichi Tsujii. 2009. Overview of BioNLP'09 Shared Task on Event Extraction. In Proceedings BioNLP 2009. Companion Volume: Shared Task on Event Extraction, pages 1-9. Boulder, Colorado, USA, June 4-5, 2009.
14. Dekang Lin. 1998. Dependency-based evaluation of MINIPAR. In Proceedings of the LREC'98 Workshop on the Evaluation of Parsing Systems, pages 48-56. Granada, Spain, 28-30 May 1998.
15. David McClosky. 2010. Any Domain Parsing: Automatic Domain Adaptation for Natural Language Parsing. Ph.D. thesis, Department of Computer Science, Brown University.
16. Ryan T. McDonald, Fernando Pereira, Kiril Ribarov, and Jan Hajic. 2005. Non-projective dependency parsing using spanning tree algorithms. In HLT/EMNLP 2005 - Proceedings of the Human Language Technology Conference and the Conference on Empirical Methods in Natural Language Processing, pages 523-530. Vancouver, B.C., Canada, October 6-8, 2005.
17. Makoto Miwa, Rune Sætre, Jin-Dong Kim, and Jun'ichi Tsujii. 2010. Event extraction with complex event classification using rich features. Journal of Bioinfor-matics and Computational Biology, 8:131-146.
18. Yusuke Miyao and Jun'ichi Tsujii. 2002. Maximum entropy estimation for feature forests. In HLT 2002 - Proceedings of the 2nd International Conference on Human Language Technology Research, pages 292-297. San Diego, CA, USA, March 24-27, 2002.
19. Yusuke Miyao, Kenji Sagae, and Jun'ichi Tsujii. 2007. Towards framework-independent evaluation of deep linguistic parsers. In Proceedings of the GEAF 2007 Workshop, CSLI Studies in Computational Linguistics Online, page 21 pages.
20. Yusuke Miyao, Rune Sætre, Kenji Sagae, Takuya Mat-suzaki, and Jun'ichi Tsujii. 2008. Task-oriented evaluation of syntactic parsers and their representations. In ACL 2008 - Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 46-54. Columbus, Ohio, USA, June 15-20, 2008.
21. Claire Nédellec. 2005. Learning Language in Logic: Genic interaction extraction challenge. In Proceedings LLL-2005 - 4th Learning Language in Logic Workshop, pages 31-37. Bonn, Germany, August 7, 2005.
22. Joakim Nivre, Johan Hall, and Jens Nilsson. 2007. MALTPARSER: A language-independent system for data-driven dependency parsing. Natural Language Engineering, 13(2):95-135. (Pubitemid 47090608)
23. Sampo Pyysalo, Filip Ginter, Juho Heimonen, Jari Björne, Jorma Boberg, Jouni Jarvinen, and Tapio Salakoski. 2007. BIOINFER: A corpus for information extraction in the biomedical domain. BMC Bioin-formatics, 8(50).
24. Kenji Sagae and Jun'ichi Tsujii. 2007. Dependency parsing and domain adaptation with LR models and parser ensembles. In EMNLP-CoNLL 2007 - Proceedings of the Conference on Empirical Methods in Natural Language Processing and the Conference on Computational Natural Language Learning, pages 1044-1050, Prague, Czech Republic, June 28-30, 2007.
25. Daniel Sleator and Davy Temperley. 1991. Parsing English with a link grammar. Technical report, Department of Computer Science, CMU.
26. Yuka Tateisi, Akane Yakushiji, and Jun'ichi Tsujii. 2005. Syntax annotation for the GENIA corpus. In IJC-NLP 2005 - Proceedings of the 2nd International Joint Conference on Natural Language Processing, pages 222-227. Jeju Island, Korea, October 11-13, 2005.