Extracting multi-document summaries with a double clustering approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7337 LNCS, Issue , 2012, Pages 70-81

  Silveira, Sara Botelho ^a,b   Branco, António ^a,b  

^a UNIVERSITY OF LISBON   (Portugal)

^b UNIVERSITY OF LISBON   (Portugal)

Author keywords

Multi document summarization; sentence clustering; sentence simplification

Indexed keywords

CLUSTERING APPROACH; MULTI-DOCUMENT; MULTI-DOCUMENT SUMMARIZATION; SENTENCE CLUSTERING; SENTENCE SIMPLIFICATION; TWO-PHASE CLUSTERING;

COMPUTATIONAL LINGUISTICS; INFORMATION SYSTEMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84864003856     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-31178-9_7     Document Type: Conference Paper

References (15)

1. Aleixo, P., Pardo, T.A.S.: Cstnews: Um córpus de textos jornalísticos anotados segundo a teoria discursiva multidocumento cst (cross-document structure theory). Tech. rep., Universidade de São Paulo (2008)
2. Branco, A., Silva, J.: A suite of shallow processing tools for portuguese: Lx-suite. In: Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2006 (2006)
3. Carbonell, J.G., Goldstein, J.: The use of MMR, diversity-based reranking for reordering documents and producing summaries. In: Research and Development in Information Retrieval, pp. 335-336 (1998)
4. Dice, L.R.: Measures of the amount of ecologic association between species. Ecology 26(3), 297-302 (1945)
5. Edmundson, H.P.: New methods in automatic extracting. J. ACM 16(2), 264-285 (1969)
6. Jaccard, P.: Nouvelles recherches sur la distribution florale. Bulletin de la Sociète Vaudense des Sciences Naturelles 44, 223-270 (1908)
7. Lin, C.Y.: Rouge: A package for automatic evaluation of summaries. In: Marie- Francine Moens, S.S. (ed.) Text Summarization Branches Out: Proceedings of the ACL 2004 Workshop, pp. 74-81. ACL, Barcelona (2004)
8. Lin, C.Y., Hovy, E.: From single to multi-document summarization: A prototype system and its evaluation. In: Proceedings of the ACL, pp. 457-464. MIT Press (2002)
9. Luhn, H.P.: The automatic creation of literature abstracts. IBM Journal of Research and Development 2 (1958)
10. MacQueen, J.B.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, vol. 1, pp. 281-297. University of California Press (1967)
11. Mani, I.: Automatic Summarization. Benjamins Pub. Co., Amsterdam (2001)
12. Pardo, T.A.S., Rino, L.H.M., das Graças Volpe Nunes, M.: GistSumm: A Summarization Tool Based on a New Extractive Method. In: Mamede, N.J., Baptista, J., Trancoso, I., Nunes, M.d.G.V. (eds.) PROPOR 2003. LNCS, vol. 2721, pp. 210-218. Springer, Heidelberg (2003)
13. Radev, D.R., Jing, H., Budzikowska, M.: Centroid-based summarization of multiple documents: sentence extraction, utility-based evaluation, and user studies. In: Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization, NAACL-ANLP-AutoSum 2000, pp. 21-30. ACL (2000)
14. Silva, J., Branco, A., Castro, S., Reis, R.: Out-of-the-Box Robust Parsing of Portuguese. In: Pardo, T.A.S., Branco, A., Klautau, A., Vieira, R., de Lima, V.L.S. (eds.) PROPOR 2010. LNCS, vol. 6001, pp. 75-85. Springer, Heidelberg (2010)
15. White, M., Korelsky, T., Cardie, C., Ng, V., Pierce, D., Wagstaff, K.: Multidocument summarization via information extraction. In: HLT 2001: Proceedings of the First International Conference on Human Language Technology Research, pp. 1-7 (2001)