Multi-document biography summarization

Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing, EMNLP 2004 - A meeting of SIGDAT, a Special Interest Group of the ACL held in conjunction with ACL 2004

Volumn , Issue , 2004, Pages 434-441

  Zhou, Liang ^a   Ticrea, Miruna ^a   Hovy, Eduard ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SEARCH ENGINES;

MULTIDOCUMENTS; SENTENCE CLASSIFICATIONS; SUMMARIZATION SYSTEMS;

CLASSIFICATION (OF INFORMATION);

EID: 85117192493     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Regina Barzilay, Kathleen McKeown, and Michael Elhadad. 1999. Information fusion in the context of multi-document summarization. In Proceedings of the 37th Annual Meeting of the Association of Computational Linguistics (ACL-99), University of Maryland, 1999, pp. 550-557.
2. Regina Barzilay, Noemie Elhadad, Kathleen McKeown. 2002. Inferring strategies for sentence ordering in multidocument summarization. JAIR, 17:35-55, 2002.
3. Eric Brill. 1995. Transformation-based error-driven learning and natural language processing: A case study in part of speech tagging. Computational Linguistics, December 1995.
4. Chih-Chung Chang and Chih-Jen Lin. 2003. LIBSVM-A Library for supportvector machines. http://www.csie.ntu.edu.tw/~cjlin/libsvm/
5. Christiane Fellbaum, editor. WordNet: An electronic lexical database. Cambridge, MA: MIT Press.
6. Jade Goldstein, Vibhu Mittal, Jaime Carbonell, and Mark Kantrowitz. 2000. Multi-document summarization by sentence extraction. In Proceedings of the ANLP'2000 Workshop on Automatic Summarization, 40-48. New Brunswick, New Jersey: Association for Computational Linguistics.
7. Thorsten Joachims. 1998. Text categorization with support vector machines: Learning with many relevant features. In Proceedings of the European Conference on Machine Learning (ECML), pages 137-142.
8. Kevin Knight and Daniel Marcu. 2000. Statistics-Based summarization step one: sentence compression. In Proceedings of the 17th National Conference of the American Association for Artificial Intelligence (AAAI 2000).
9. Julian Kupiec, Jan Pedersen, and Francine Chen. 1995. A trainable document summarizer. In SIGIR'95, Proceedings of the 18th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 68-73.
10. Chin-Yew Lin and Eduard Hovy. 2002. Automated multi-document summarization in NeATS. In Proceedings of the Human Language Technology Conference (HLT2002), San Diego, CA, U.S.A., March 23-27, 2002.
11. Chin-Yew Lin and Eduard Hovy. 2003. Automatic evaluation of summaries using n-gram co-occurrence statistics. In HLT-NAACL 2003: Main Proceedings, pp.150-157.
12. Julie Beth Lovins. 1968. Development of a stemming algorithm. Mechanical translation and computational linguistics, 11:22-31, 1968.
13. Inderjeet Mani. 2001. Automatic summarization (natural language processing, 3).
14. Inderjeet Mani. 2001. Recent developments in text summarization. In CIKM'2001, Proceedings of the Tenth International Conference on Information and Knowledge Management, November 5-10, 2001, 529-531.
15. Daniel Marcu. 1999. The automatic construction of large-scale corpora for summarization research. The 22nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'99), pages 137-144, Berkeley, CA, August 1999.
16. George Miller. 1995. WordNet: a lexical database for English. Communications of the ACM, pages 39-41.
17. Tom Mitchell. 1997. Machine Learning. McGraw Hill, 1997.
18. Ross J. Quinlan. 1993. C4.5: Programs for machine learning. San Mateo, CA: Morgan Kaufmann.
19. Dragomir R. Radev, Kathleen McKeown. 1998. Generating natural language summaries from multiple on-line sources. Computational Linguistics 24(3): 469-500 (1998).
20. Horacio Saggion, Dragomir Radev, Simone Teufel, and Wai Lam. Meta-evaluation of summaries in a cross-lingual environment using content-based metrics. In Proceedings of COLING'2002, Taipei, Taiwan, August 2002.
21. Barry Schiffman, Inderjeet Mani, and Kristian Concepcion. 2001. Producing biographical summaries: combining linguistic knowledge with corpus statistics. In Proceedings of the 39th Annual Meeting of the Association for Computational Linguistics (ACL'2001), 450-457. New Brunswick, New Jersey: Association for Computational Linguistics.
22. Karen Spärck Jones and Julia R. Galliers. 1996. Evaluating Natural Language Processing Systems: An Analysis and Review. Lecture Notes in Artificial Intelligence 1083. Berlin: Springer.
23. Karen Spärck Jones. 1993. What might be in a summary? Information Retrieval 1993: 9-26.
24. Liang Zhou and Eduard Hovy. A web-trained extraction summarization system. In Proceedings of the Human Language Technology Conference (HLT-NAACL 2003), pages 284-290.