A machine learning approach to sentence ordering for multidocument summarization and its evaluation

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

Volumn 3651 LNAI, Issue , 2005, Pages 624-635

  Bollegala, Danushka ^a   Okazaki, Naoaki ^a   Ishizuka, Mitsuru ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ABSTRACTING; ALGORITHMS; COMPUTATIONAL METHODS; DATA PROCESSING; EVALUATION; NATURAL LANGUAGE PROCESSING SYSTEMS;

MULTIDOCUMENT SUMMARIZATION; NATURAL LANGUAGE GENERATION; SENTENCE ORDERING;

LEARNING SYSTEMS;

EID: 33645994159     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11562214_55     Document Type: Conference Paper

References (8)

1. Regina Barzilay, Noemie Elhadad, and Kathleen McKeown. Inferring strategies for sentence ordering in multidocument news summarization. Journal of Artificial Intelligence Research, 17:35-55, 2002.
2. W. W. Cohen, R. E. Schapire, and Y. Singer. Learning to order things. Journal of Artificial Intelligence Research, 10:243-270, 1999.
3. Mirella Lapata. Probabilistic text structuring: Experiments with sentence ordering. Proceedings of the annual meeting of ACL, 2003., pages 545-552, 2003.
4. C.Y. Lin and E. Hovy. Neats:a multidocument summarizer. Proceedings of the Document Understanding Workshop (DUC), 2001.
5. Inderjeet Mani and Mark T. Maybury, editors. Advances in automatic text summarization. The MIT Press, 2001.
6. Kathleen McKeown, Judith Klavans, Vasileios Hatzivassiloglou, Regina Barzilay, and Eleazar Eskin. Towards multidocument summarization by reformulation: Progress and prospects. AAAI/IAAI, pages 453-460, 1999.
7. Naoaki Okazaki, Yutaka Matsuo, and Mitsuru Ishizuka. An integrated summarization system with sentence ordering using precedence relation. ACM-TALIP, to appear in 2005.
8. Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. Bleu:a method for automatic evaluation of machine translation. Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL), pages 311-318, 2002.