Collective semantic role labeling for tweets with clustering

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2011, Pages 1832-1837

  Liu, Xiaohua ^a,c   Li, Kuan ^b   Zhou, Ming ^c   Xiong, Zhongyang ^b  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b CHONGQING UNIVERSITY   (China)

^c MICROSOFT RESEARCH ASIA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

RESEARCH INTERESTS; SEMANTIC ROLE LABELING; SENTIMENT ANALYSIS; STATISTICAL INFORMATION;

ARTIFICIAL INTELLIGENCE; STATISTICS;

SEMANTICS;

EID: 84868279479     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-307     Document Type: Conference Paper

References (24)

1. Eric Brill. A simple rule-based part of speech tagger. In HLT, pages 112-116, 1992.
2. Xavier Carreras and Lluís Màrquez. Introduction to the CoNLL-2005 shared task: Semantic role labeling. In CoNLL, pages 152-164, 2005.
3. Trevor Cohn and Philip Blunsom. Semantic role labelling with tree conditional random fields. In CONLL, pages 169-172, 2005.
4. Anlei Dong, Ruiqiang Zhang, Pranam Kolari, Jing Bai, Fernando Diaz, Yi Chang, Zhaohui Zheng, and Hongyuan Zha. Time is of the essence: improving recency ranking using twitter data. In WWW, pages 331-340, 2010.
5. Daniel Gildea and Daniel Jurafsky. Automatic labeling of semantic roles. Comput. Linguist., 28:245-288, 2002.
6. Fei Huang and Alexander Yates. Open-domain semantic role labeling by modeling word spans. In ACL, pages 968-978, 2010.
7. Paul Kingsbury and Martha Palmer. Propbank: The next level of treebank. In Proceedings of Treebanks and Lexical Theories, 2003.
8. Peter Koomen, Vasin Punyakanok, Dan Roth, and Wen-tau Yih. Generalized inference with multiple semantic role labeling systems. In CONLL, pages 181-184, 2005.
9. Shasha Liao and Ralph Grishman. Using document level cross-event inference to improve event extraction. In ACL, pages 789-797, 2010.
10. Xiaohua Liu, Kuan Li, Bo Han, Ming Zhou, Long Jiang, Daniel Tse, and Zhongyang Xiong. Collective semantic role labeling on open news corpus by leveraging redundancy. In Coling, pages 725-729, 2010.
11. Xiaohua Liu, Kuan Li, Bo Han, Ming Zhou, Long Jiang, Zhongyang Xiong, and Changning Huang. Semantic role labeling for news tweets. In Coling, pages 698-706, 2010.
12. Lluís Màrquez, Pere Comas, Jesús Giménez, and Neus Català. Semantic role labeling as sequential tagging. In CONLL, pages 193-196, 2005.
13. Paola Merlo and Gabriele Musillo. Semantic parsing for high-precision semantic role labelling. In CoNLL, pages 1-8, 2008.
14. Ivan Meza-Ruiz and Sebastian Riedel. Jointly identifying predicates, arguments and senses using markov logic. In NAACL, pages 155-163, 2009.
15. Gabriele Musillo and Paola Merlo. Accurate parsing of the proposition bank. In NAACL, pages 101-104, 2006.
16. Vasin Punyakanok, Dan Roth, and Wen-tau Yih. The importance of syntactic parsing and inference in semantic role labeling. Comput. Linguist., 34:257-287, 2008.
17. Matthew Richardson and Pedro Domingos. Markov logic networks. Mach. Learn., 62:107-136, 2006.
18. Jagan Sankaranarayanan, Hanan Samet, Benjamin E. Teitler, Michael D. Lieberman, and Jon Sperling. Twitterstand: news in tweets. In GIS, pages 42-51, 2009.
19. Mihai Surdeanu, Richard Johansson, Adam Meyers, Lluís Màrquez, and Joakim Nivre. The conll-2008 shared task on joint parsing of syntactic and semantic dependencies. In CoNLL, pages 159-177, 2008.
20. Kristina Toutanova, Dan Klein, Christopher D. Manning, and Yoram Singer. Feature-rich part-of-speech tagging with a cyclic dependency network. In NAACL, pages 173-180, 2003.
21. Kristina Toutanova, Aria Haghighi, and Christopher D. Manning. Joint learning improves semantic role labeling. In ACL, pages 589-596, 2005.
22. Kristina Toutanova, Aria Haghighi, and Christopher D. Manning. A global joint model for semantic role labeling. Comput. Linguist., 34:161-191, 2008.
23. David Vickrey and Daphne Koller. Applying sentence simplification to the conll-2008 shared task. In CoNLL, pages 268-272, 2008.
24. Nianwen Xue. Calibrating features for semantic role labeling. In EMNLP, pages 88-94, 2004.