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Passage-Level Evidence in Document Retrieval

  • Conference paper
SIGIR ’94

Abstract

The increasing lengths of documents in full-text collections encourages renewed interest in the ranking and retrieval of document passages. Past research showed that evidence from passages can improve retrieval results, but it also raised questions about how passages are defined, how they can be ranked efficiently, and what is their proper role in long, structured documents.

This paper reports on experiments with passages in INQUERY, a probabilistic information retrieval system. Experiments were conducted with passages based on paragraphs, and with passages based on text windows of various sizes. Experimental results are given for three homogeneous and two heterogeneous document collections, ranging in size from three megabytes to two gigabytes.

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References

  1. N. J. Belkin, C. Cool, W. B. Croft, and J. P. Callan. The effect of multiple query representations on information retrieval system performance. In R. Korfhage, E. Rasmussen, and P. Willett, editors, Proceedings of the Sixteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 339–346, Pittsburgh, PA, June 1993. Association for Computing Machinery.

    Google Scholar 

  2. C. Buckley, J., Allan, and G. Salton. Automatic routing and ad-hoc retrieval using SMART: TREC2. In D. Harman, editor, Proceedings of the Second Text REtrieval Conference (TREC-2). National Institute of Standards and Technology Special Publication 500–215, 1994.

    Google Scholar 

  3. J. P. Callan and W. B. Croft. An evaluation of query processing strategies using the TIPSTER collection. In R. Korfhage, E. Rasmussen, and P. Willett, editors, Proceedings of the Sixteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 347–356, Pittsburgh, PA, June 1993. Association for Computing Machinery.

    Google Scholar 

  4. J. P. Callan, W. B. Croft, and S. M. Harding. The INQUERY retrieval system. In Proceedings of the Third International Conference on Database and Expert Systems Applications,pages 78–83, Valencia, Spain, 1992. Springer-Verlag.

    Google Scholar 

  5. W. B. Croft, J. Callan, and J. Broglio. TREC-2 routing and ad-hoc retrieval evaluation using the INQUERY system. In D. Harman, editor, Proceedings of the Second Text REtrieval Conference (TREC-2). National Institute of Standards and Technology Special Publication 500–215, 1994.

    Google Scholar 

  6. Cary Griffith. WESTLAW’s winning ways. Law Office Computing, pages 31–38, February/March 1993.

    Google Scholar 

  7. David Haines and W. B. Croft. Relevance feedback and inference networks. In R. Korfhage, E. Rasmussen, and P. Willett, editors, Proceedings of the Sixteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 2–11, Pittsburgh, PA, June 1993. Association for Computing Machinery.

    Google Scholar 

  8. D. Harman. The DARPA Tipster project. SIGIR Forum, 26 (2): 26–28, 1992.

    Article  Google Scholar 

  9. M. A. Hearst and C. Plaunt. Subtopic structuring for full-length document access. In R. Korfhage, E. Rasmussen, and P. Willett, editors, Proceedings of the Sixteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 59–68, Pittsburgh, PA, June 1993. Association for Computing Machinery.

    Google Scholar 

  10. A. Moffat, R. Sacks-Davis, R. Wilkinson, and J. Zobel. Retrieval of partial documents. In D. Harman, editor, Proceedings of the Second Text REtrieval Conference (TREC-2). National Institute of Standards and Technology Special Publication 500–215, 1994.

    Google Scholar 

  11. J. O’Connor. Answer-passage retrieval by text searching. Journal of the American Society for Information Science, 31 (4): 227–239, 1980.

    Article  Google Scholar 

  12. J. S. Ro. An evaluation of the applicability of ranking algorithms to improve the effectiveness of full-text retrieval. I. On the effectiveness of full-text retrieval. Journal of the American Society for Information Science, 39 (2): 73–78, 1988.

    Article  Google Scholar 

  13. G. Salton, J. Allan, and C. Buckley. Approaches to passage retrieval in full text information systems. In R. Korfhage, E. Rasmussen, and P. Willett, editors, Proceedings of the Sixteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Pittsburgh, PA, June 1993. Association for Computing Machinery.

    Google Scholar 

  14. G. Salton and C. Buckley. Automatic text structuring and retrieval - Experiments in automatic enclopedia searching. In A. Bookstein, Y. Chiaramella, G. Salton, and V. V. Raghavan, editors, Proceedings of the Fourteenth Annual International ACM/SIGIR Conference on Research and Development in Information Retrieval, Chicago, IL, October 1991. Association for Computing Machinery.

    Google Scholar 

  15. C. Stanfill and D. L. Waltz. Statistical methods, Artificial Intelligence, and Information Retrieval. In P. S. Jacobs, editor, Text-based intelligent systems, pages 215–225. Lawrence Erlbaum, 1992.

    Google Scholar 

  16. H. R. Turtle and W. B. Croft. Evaluation of an inference network-based retrieval model. ACM Transactions on Information Systems, 9 (3): 187–222, 1991.

    Article  Google Scholar 

  17. R. Wilkinson. Effective retrieval of structured documents. In Proceedings of the Seventeenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Dublin, Ireland, July 1994. Association for Computing Machinery.

    Google Scholar 

  18. P. Willett. A nearest neighbor search algorithm for bibliographic retrieval from multilist files. Information Technology, 3 (2): 78–83, 1984.

    Google Scholar 

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© 1994 Springer-Verlag London Limited

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Callan, J.P. (1994). Passage-Level Evidence in Document Retrieval. In: Croft, B.W., van Rijsbergen, C.J. (eds) SIGIR ’94. Springer, London. https://doi.org/10.1007/978-1-4471-2099-5_31

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  • DOI: https://doi.org/10.1007/978-1-4471-2099-5_31

  • Publisher Name: Springer, London

  • Print ISBN: 978-3-540-19889-5

  • Online ISBN: 978-1-4471-2099-5

  • eBook Packages: Springer Book Archive

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