Semantic role labeling using support vector machines

CoNLL 2005 - Proceedings of the Ninth Conference on Computational Natural Language Learning

Volumn , Issue , 2005, Pages 197-200

  Mitsumori, Tomohiro ^a   Murata, Masaki ^b   Fukuda, Yasushi ^c   Doi, Kouichi ^a   Doi, Hirohumi ^a  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

^b NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY   (Japan)

^c SONY CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING ALGORITHMS; SEMANTICS; SUPPORT VECTOR MACHINES;

SEMANTIC ROLE LABELING;

MACHINE LEARNING;

EID: 84862290559     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1706543.1706580     Document Type: Conference Paper

References (8)

1. Xavier Carreras and Lluís Màrquez. 2005. Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling. In Proceedings of CoNLL-2005.
2. Kadri Hacioglu, Sameer Pradhan, WayneWard, James H. Martin, and Daniel Jurafskey. 2004. Semantic Role Labeling by Tagging Syntactic Chunks. In Proceedings of Conference on Computational Natural Language Learning (CoNLL-2004) Shared Task on Semantic Role Labeling.
3. Taku Kudo and Yuji Matsumoto. 2001. Chunking with Support Vector Machines. In Proceedings of Second Meeting of North American Chapter of the Association for Computational Linguistics (NAACL), pages 192-199.
4. Young-Sook Hwang Kyung-Mi Park and Hae-Chang Rim. 2004. Semantic Role Labeling by Tagging Syntactic Chunks. In Proceedings of the Conference on Computational Natural Language Learning (CoNLL-2004) Shared Task on Semantic Role Labeling.
5. Lance E. Ramhsaw and Mitchell P. Marcus. 1995. Text Chunking Using Transformation Based Learning. In Proceedings of the 3rd ACL Workshop on Very Large Corpora, pages 82-94.
6. Erik F. T. J. Sang and John Veenstra. 1999. Representing Text Chunks. In Proceedings of EACL!G99, pages 173-179.
7. Vladimir N. Vapnik. 1995. The Nature of Statistical Learning Theory. Springer.
8. Hiroyasu Yamada and Yuji Matsumoto. 2003. Statistical dependency analysis with Support Vector Machines. In Proceedings of the 8th International Workshop on Parsing Technologies (IWPT), pages 195-206.