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Higher precision for two-word queries

Published: 11 August 2002 Publication History

Abstract

Queries have specific properties, and may need individualized methods and parameters to optimize retrieval. Length is one property. We look at how two-word queries may attain higher precision by re-ranking using word co-occurrence evidence in retrieved documents. Co-occurrence within document context is not sufficient, but window context including sentence context evidence can provide precision improvements at low recall region of 4 to 10% using initial retrieval results, and positively affects pseudo-relevance feedback.

References

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Kwok, K.L. Improving English and Chinese ad-hoc retrieval: a Tipster Text Phrase 3 project report. Information Retrieval, 3(4) 2000, 313--338.
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Hawking, D. & Thistlewaite, P. Proximity operators - so near and yet so far. In: The Fourth Text Retrieval Conference (TREC-4). NIST SP 500-236, pp.131--144. GPO:D.C. 1996.
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Clarke, C.L.A, Cormack, G.V. & Burkowski, F.J. Shortest substring ranking (Multitext experiments for TREC-4). In: The Fourth Text Retrieval Conference (TREC-4). NIST SP 500-236, pp.295--304. GPO: Washington, D.C. 1966.
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Fagan, J.L. The effectiveness of a nonsyntactic approach to automatic phrase indexing for document retrieval. JASIS 40, 1989, 115--132.

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  • (2004)Questioning query expansionProceedings of the 15th Australasian database conference - Volume 2710.5555/1012294.1012302(69-76)Online publication date: 1-Jan-2004

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  1. Higher precision for two-word queries

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    cover image ACM Conferences
    SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
    August 2002
    478 pages
    ISBN:1581135610
    DOI:10.1145/564376
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 11 August 2002

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    Author Tags

    1. re-ranking of retrieval list
    2. term co-occurrence

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    SIGIR '02 Paper Acceptance Rate 44 of 219 submissions, 20%;
    Overall Acceptance Rate 792 of 3,983 submissions, 20%

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    • (2004)Questioning query expansionProceedings of the 15th Australasian database conference - Volume 2710.5555/1012294.1012302(69-76)Online publication date: 1-Jan-2004

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