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.
- E. Voorhees and D. Harman, Overview of the Eighth Text REtrieval Conference (TREC-8), In Proceedings of TREC-8, pages 1--24.Google ScholarCross Ref
- K. Sparck Jones, Summary Performance Comparisons TREC-2 Through TREC-8, In Proceedings of TREC-8, Pages B-1.Google Scholar
- 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 ScholarDigital Library
Index Terms
- Error analysis of difficult TREC topics
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