Verboseness fission for BM25 document length normalization

ICTIR 2015 - Proceedings of the 2015 ACM SIGIR International Conference on the Theory of Information Retrieval

Volumn , Issue , 2015, Pages 385-388

  Lipani, Aldo ^a   Lupu, Mihai ^b   Hanbury, Allan ^b   Aizawa, Akiko ^a  

^a NATIONAL INSTITUTE OF INFORMATICS   (Japan)

^b VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

B-PARAMETER; DOCUMENT LENGTH NORMALIZATION; GROUND TRUTH; LENGTH NORMALIZATION; OPTIMAL RESULTS; TERM WEIGHTING; TEST COLLECTION;

INFORMATION RETRIEVAL;

EID: 84964389254     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2808194.2809486     Document Type: Conference Paper

References (17)

1. G. Amati and J. C. C. Van Rijsbergen. Probabilistic models for information retrieval based on divergence from randomness. TOIS, 20(4), 2002.
2. A. Chowdhury, M. C. McCabe, D. Grossman, and O. Frieder. Document Normalization Revisited. In Proc. of SIGIR, 2002.
3. D. Harman. Overview of the Fourth Text REtrieval Conference (TREC-4). In Proc. of TREC 4, 1995.
4. B. He and I. Ounis. A Study of Parameter Tuning for Term Frequency Normalization. In Proc. of CIKM, 2003.
5. B. He and I. Ounis. A Study of the Dirichlet Priors for Term Frequency Normalisation. In Proc. of SIGIR, 2005.
6. B. He and I. Ounis. Term Frequency Normalisation Tuning for BM25 and DFR Models. In Proc. of ECIR, 2005.
7. Y. Lv and C. Zhai. Adaptive Term Frequency Normalization for BM25. In Proc. of CIKM, 2011.
8. Y. Lv and C. Zhai. Lower-bounding Term Frequency Normalization. In Proc. of CIKM, 2011.
9. Y. Lv and C. Zhai. When Documents Are Very Long, BM25 Fails! In Proc. of SIGIR, 2011.
10. D. Metzler and H. Zaragoza. Semi-parametric and non-parametric term weighting for information retrieval. In Proc. of ICTIR, 2009.
11. S.-H. Na, I.-S. Kang, and J.-H. Lee. Improving term frequency normalization for multi-topical documents and application to language modeling approaches. In Proc. of ECIR, 2008.
12. S. Robertson, S. Walker, M. Beaulieu, M. Gatford, and A. Payne. Okapi at TREC-4. In Proc. of TREC 4, 1995.
13. S. Robertson and H. Zaragoza. The probabilistic relevance framework: Bm25 and beyond. Foundations and Trends in Information Retrieval, 3(4), 2009.
14. S. E. Robertson, S. Walker, S. Jones, M. Hancock-Beaulieu, and M. Gatford. Okapi at TREC-3. In Proc. of TREC-3, 1994.
15. F. Rousseau and M. Vazirgiannis. Composition of TF Normalizations: New Insights on Scoring Functions for Ad Hoc IR. In Proc. of SIGIR, 2013.
16. T. Sakai. Alternatives to Bpref. In Proc. of SIGIR, 2007.
17. A. Singhal, C. Buckley, and M. Mitra. Pivoted Document Length Normalization. In Proc. of SIGIR, 1996.