Towards an iterative reinforcement approach for simultaneous document summarization and keyword extraction

ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2007, Pages 552-559

  Wan, Xiaojun ^a   Yang, Jianwu ^a   Xiao, Jianguo ^a  

^a PEKING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONCISE REPRESENTATIONS; DOCUMENT SUMMARIZATION; KEYWORD EXTRACTION; KNOWLEDGE-BASED APPROACH;

COMPUTATIONAL LINGUISTICS; KNOWLEDGE BASED SYSTEMS; SEMANTICS;

REINFORCEMENT;

EID: 84856803164     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (31)

1. M. R. Amini and P. Gallinari. 2002. The use of unlabeled data to improve supervised learning for text summarization. In Proceedings of SIGIR2002, 105-112.
2. S. Brin and L. Page. 1998. The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems, 30(1-7).
3. J. Carbonell and J. Goldstein. 1998. The use of MMR, diversitybased reranking for reordering documents and producing summaries. In Proceedings of SIGIR-1998, 335-336.
4. J. M. Conroy and D. P. O'Leary. 2001. Text summarization via Hidden Markov Models. In Proceedings of SIGIR2001, 406-407.
5. DUC. 2002. The Document Understanding Workshop 2002. http://www-nlpir. nist.gov/projects/duc/guidelines/2002.html
6. T. Dunning. 1993. Accurate methods for the statistics of surprise and coincidence. Computational Linguistics 19, 61-74.
7. G. ErKan and D. R. Radev. 2004. LexPageRank: Prestige in multi-document text summarization. In Proceedings of EMNLP2004.
8. C. Fellbaum. 1998. WordNet: An Electronic Lexical Database. The MIT Press.
9. E. Frank, G. W. Paynter, I. H. Witten, C. Gutwin, and C. G. Nevill-Manning. 1999. Domain-specific keyphrase extraction. Proceedings of IJCAI-99, pp. 668-673.
10. Y. H. Gong and X. Liu. 2001. Generic text summarization using Relevance Measure and Latent Semantic Analysis. In Proceedings of SIGIR2001, 19-25.
11. E. Hovy and C. Y. Lin. 1997. Automated text summarization in SUMMARIST. In Proceeding of ACL'1997/EACL'1997 Worshop on Intelligent Scalable Text Summarization.
12. A. Hulth. 2003. Improved automatic keyword extraction given more linguistic knowledge. In Proceedings of EMNLP2003, Japan, August.
13. J. M. Kleinberg. 1999. Authoritative sources in a hyperlinked environment. Journal of the ACM, 46(5):604-632.
14. B. Krulwich and C. Burkey. 1996. Learning user information interests through the extraction of semantically significant phrases. In AAAI 1996 Spring Symposium on Machine Learning in Information Access.
15. J. Kupiec, J. Pedersen, and F. Chen. 1995. A.trainable document summarizer. In Proceedings of SIGIR1995, 68-73.
16. T. K. Landauer, P. Foltz, and D. Laham. 1998. Introduction to latent semantic analysis. Discourse Processes 25.
17. C. Y. Lin and E. Hovy. 2000. The automated acquisition of topic signatures for text Summarization. In Proceedings of ACL-2000, 495-501.
18. C.Y. Lin and E.H. Hovy. 2003. Automatic evaluation of summaries using n-gram co-occurrence statistics. In Proceedings of HLT-NAACL2003, Edmonton, Canada, May.
19. R. Mihalcea, C. Corley, and C. Strapparava. 2006. Corpus-based and knowledge-based measures of text semantic similarity. In Proceedings of AAAI-06.
20. R. Mihalcea and P. Tarau. 2004. TextRank: Bringing order into texts. In Proceedings of EMNLP2004.
21. R. Mihalcea and P.Tarau. 2005. A language independent algorithm for single and multiple document summarization. In Proceedings of IJCNLP2005.
22. A. Muñoz. 1996. Compound key word generation from document databases using a hierarchical clustering ART model. Intelligent Data Analysis, 1(1).
23. T. Nomoto and Y. Matsumoto. 2001. A new approach to unsupervised text summarization. In Proceedings of SIGIR2001, 26-34.
24. S. Patwardhan. 2003. Incorporating dictionary and corpus information into a context vector measure of semantic relatedness. Master's thesis, Univ. of Minnesota, Duluth.
25. T. Pedersen, S. Patwardhan, and J. Michelizzi. 2004. Word-Net::Similarity - Measuring the relatedness of concepts. In Proceedings of AAAI-04.
26. D. Shen, J.-T. Sun, H. Li, Q. Yang, and Z. Chen. 2007. Document Summarization using Conditional Random Fields. In Proceedings of IJCAI 07.
27. A. M. Steier and R. K. Belew. 1993. Exporting phrases: A statistical analysis of topical language. In Proceedings of Second Symposium on Document Analysis and Information Retrieval, pp. 179-190.
28. P. D. Turney. 2000. Learning algorithms for keyphrase extraction. Information Retrieval, 2:303-336.
29. P. Turney. 2001. Mining the web for synonyms: PMI-IR versus LSA on TOEFL. In Proceedings of ECML-2001.
30. I. H. Witten, G. W. Paynter, E. Frank, C. Gutwin, and C. G. Nevill-Manning. 1999. KEA: Practical automatic keyphrase extraction. Proceedings of Digital Libraries 99 (DL'99), pp. 254-256.
31. H. Y. Zha. 2002. Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering. In Proceedings of SIGIR2002, pp. 113-120.