Trainable, scalable summarization using robust NLP and machine learning

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn 1, Issue , 1998, Pages 62-66

  Aone, Chinatsu ^a   Okurowski, Mary Ellen ^b   Gorlinsky, James ^a  

^a SRA Int   (United States)

^b Department of Defense ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; LEARNING ALGORITHMS; MACHINE LEARNING; SEARCH ENGINES;

MACHINE LEARNING ALGORITHMS; MACHINE-LEARNING; ONLINE RESOURCES; SUMMARIZATION SYSTEMS; SYSTEM SCALABILITY; TASK-BASED;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 85086076212     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Allan, J., J. Callan, B. Croft, L. Ballesteros, J. Broglio, J. Xu, and H. Shu Ellen. 1996. Inquery at trec-5. In Proceedings of The Fifth Text REtrieval Conference (TREC-5).
2. Brandow, Ron, Karl Mitze, and Lisa Rau. 1995. Automatic condensation of electronic publications by sentence selection. Information Processing and Management, 31:675-685.
3. Edmundson, H. P. 1969. New methods in automatic abstracting. Journal of the Association for Computing Machinery, 16 (2) :264-228.
4. Harman, Donna and Ellen M. Voorhees, editors. 1996. Proceedings of The Fifth Text REtrieval Conference (TREC-5). National Institute of Standards and Technology, Department of Commerce.
5. Jing, Y. and B. Croft. 1994. An Association Thesaurus for Information Retrieval. Technical Report 94-17. Center for Intelligent Information Retrieval, University of Massachusetts.
6. Johnson, F. C, C. D. Pake, W. J. Black, and A. P. Neal. 1993. The application of linguistic processing to automatic abstract generation. Journal of Documentation and Text Management, 1 (3) :215-241.
7. Jones, Karen Sparck. 1995. Discourse modeling for automatic summaries. In E. Hajicova, M. Cervenka, 0. Leska, and P. Sgall, editors, Prague Linguistic Circle Papers, volume 1, pages 201-227.
8. Kupiec, Julian, Jan Pedersen, and Francine Chen. 1995. A trainable document summarizer. In Proceedings of the 18th Annual International SIGIR Conference on Research and Development in Information Retrieval, pages 68-73.
9. McKeown, Kathleen and Dragomir Radev. 1995. Generating summaries of multiple news articles. In Proceedings of the 18th Annual International SIGIR Conference on Research and Development in Information, pages 74-78.
10. Miike, Seiji, Etsuo Itho, Kenji Ono, and Kazuo Sumita. 1994. A full text retrieval system with a dynamic abstract generation function. In Proceedings of 11th Annual International ACM SI-GIR Conference on Research and Development in Information Retrieval, pages 152-161.
11. Mitra, Mandar, Amit Singhal, and Chris Buckley. 1997. An Automatic Text Summarization and Text Extraction. In Proceedings of Intelligent Scalable Text Summarization Workshop, Association for Computational Linguistics (ACL), pages 39-46.
12. Nomoto, T. and Y. Matsumoto. 1997. Data reliability and its effects on automatic abstraction. In Proceedings of the Fifth Workshop on Very Large Corpora.
13. Reimer, Ulrich and Udo Hahn. 1988. Text condensation as knowledge base abstraction. In Proceedings of the 4th Conference on Artificial Intelligence Applications (CAIA), pages 338-344.
14. Saltón, G. and M. McGill, editors. 1983. Introduction to Modern Information Retrieval. McGraw-Hill Book Co., New York, New York.
15. Tzoukerman, E., J. Klavans, and C. Jacquemin. 1997. Effective use of naural language processing techniques for automatic conflation of multi-word terms: the role of derivational morphology, part of speech tagging and shallow parsing. In Proceedings of the Annual International ACM SIGIR Conference on Research and Development of Information Retrieval, pages 148-155.
16. Voorhees, Ellen M. and Donna Harman. 1996. Overview of the fifth text retrieval conference (trec-5). In Proceedings of The Fifth Text RE-trieval Conference (TREC-5).