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Error analysis of difficult TREC topics

Published:28 July 2003Publication History

ABSTRACT

Given the experimental nature of information retrieval, progress critically depends on analyzing the errors made by existing retrieval approaches and understanding their limitations. Our research explores various hypothesized reasons for hard topics in TREC-8 ad hoc task, and shows that the bad performance is partially due to the existence of highly distracting sub-collections that can dominate the overall performance.

References

  1. E. Voorhees and D. Harman, Overview of the Eighth Text REtrieval Conference (TREC-8), In Proceedings of TREC-8, pages 1--24.Google ScholarGoogle ScholarCross RefCross Ref
  2. K. Sparck Jones, Summary Performance Comparisons TREC-2 Through TREC-8, In Proceedings of TREC-8, Pages B-1.Google ScholarGoogle Scholar
  3. A. L. Powell, J.C. French, J. Callan, M. Connell, and C.L. Viles, The impact of database selection on distributed searching, In Proceedings of SIGIR 2000, pages 232--239. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  1. Error analysis of difficult TREC topics

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        • Published in

          cover image ACM Conferences
          SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
          July 2003
          490 pages
          ISBN:1581136463
          DOI:10.1145/860435

          Copyright © 2003 ACM

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          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 28 July 2003

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          Acceptance Rates

          SIGIR '03 Paper Acceptance Rate46of266submissions,17%Overall Acceptance Rate792of3,983submissions,20%

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