메뉴 건너뛰기




Volumn 44, Issue 2, 2008, Pages 838-855

Query-level loss functions for information retrieval

Author keywords

Information retrieval; Learning to rank; Query level loss function; RankCosine

Indexed keywords

INFORMATION RETRIEVAL; NEURAL NETWORKS; PROBLEM SOLVING; QUERY PROCESSING;

EID: 39649119873     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2007.07.016     Document Type: Article
Times cited : (111)

References (29)
  • 3
    • 31844446958 scopus 로고    scopus 로고
    • Burges, C. J. C., Shaked, T., Renshaw, E., Lazier, A., Deeds, M., Hamilton, N., & Hullender, G. (2005). Learning to rank using gradient descent. In 22nd international conference on machine learning, Bonn.
    • Burges, C. J. C., Shaked, T., Renshaw, E., Lazier, A., Deeds, M., Hamilton, N., & Hullender, G. (2005). Learning to rank using gradient descent. In 22nd international conference on machine learning, Bonn.
  • 4
    • 34547987951 scopus 로고    scopus 로고
    • Cao, Z., Qin, T., Liu, T.-Y., Tsai, M.-F., & Li, H. (2007). Learning to rank: from pairwise approach to listwise approach. In Proceedings of the 17th annual international conference on machine learning (ICML2007), Oregon, US, 2007.
    • Cao, Z., Qin, T., Liu, T.-Y., Tsai, M.-F., & Li, H. (2007). Learning to rank: from pairwise approach to listwise approach. In Proceedings of the 17th annual international conference on machine learning (ICML2007), Oregon, US, 2007.
  • 6
    • 84898958855 scopus 로고    scopus 로고
    • Crammer, K., & Singer, Y. (2002). Pranking with ranking. NIPS 14.
    • Crammer, K., & Singer, Y. (2002). Pranking with ranking. NIPS 14.
  • 7
    • 39649091985 scopus 로고    scopus 로고
    • Craswell, N., Hawking, D., Wilkinson, R., & Wu, M. (2003). Overview of the TREC 2003 web track. In NIST special publication 500-255: the twelfth text retrieval conference (TREC 2003) (pp. 78-92).
    • Craswell, N., Hawking, D., Wilkinson, R., & Wu, M. (2003). Overview of the TREC 2003 web track. In NIST special publication 500-255: the twelfth text retrieval conference (TREC 2003) (pp. 78-92).
  • 8
    • 84898970009 scopus 로고    scopus 로고
    • Dekel, O., Manning, C., & Singer, Y. (2004). Loglinear models for label-ranking. NIPS 16.
    • Dekel, O., Manning, C., & Singer, Y. (2004). Loglinear models for label-ranking. NIPS 16.
  • 10
    • 39649124108 scopus 로고    scopus 로고
    • Friedman, J., Hastie, T., & Tibshirani, R. (1998). Additive logistic regression: A statistical view of boosting. Dept. of Statistics, Stanford University Technical Report.
    • Friedman, J., Hastie, T., & Tibshirani, R. (1998). Additive logistic regression: A statistical view of boosting. Dept. of Statistics, Stanford University Technical Report.
  • 11
    • 39649084532 scopus 로고    scopus 로고
    • Herbrich, R., Graepel, T., & Obermayer, K. (2000). Large margin rank boundaries for ordinal regression. Advances in Large Margin Classiers. MIT Press, pp. 115-132.
    • Herbrich, R., Graepel, T., & Obermayer, K. (2000). Large margin rank boundaries for ordinal regression. Advances in Large Margin Classiers. MIT Press, pp. 115-132.
  • 12
    • 85030313899 scopus 로고    scopus 로고
    • Hersh, W. R., Buckley, C., Leone, T. J., & Hickam, D. H. (1994). OHSUMED: An interactive retrieval evaluation and new large test collection for research. In Proceedings of the 17th Annual ACM SIGIR Conference (pp. 192-201).
    • Hersh, W. R., Buckley, C., Leone, T. J., & Hickam, D. H. (1994). OHSUMED: An interactive retrieval evaluation and new large test collection for research. In Proceedings of the 17th Annual ACM SIGIR Conference (pp. 192-201).
  • 13
    • 0033645041 scopus 로고    scopus 로고
    • Jarvelin, K., & Kekalainen, J. (2000). IR evaluation methods for retrieving highly relevant documents. In Proceedings of the 23rd ACM SIGIR.
    • Jarvelin, K., & Kekalainen, J. (2000). IR evaluation methods for retrieving highly relevant documents. In Proceedings of the 23rd ACM SIGIR.
  • 15
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • Schölkopf B., Burges C., and Smola A. (Eds), MIT Press
    • Joachims T. Making large-scale SVM learning practical. In: Schölkopf B., Burges C., and Smola A. (Eds). Advances in kernel methods - Support vector learning (1999), MIT Press
    • (1999) Advances in kernel methods - Support vector learning
    • Joachims, T.1
  • 17
    • 33750340101 scopus 로고    scopus 로고
    • Matveeva, I., Burges, C., Burkard, T., Laucius, A., & Wong, L. (2006). High accuracy retrieval with multiple nested ranker. In Proceedings of SIGIR 2006 (pp. 437-444).
    • Matveeva, I., Burges, C., Burkard, T., Laucius, A., & Wong, L. (2006). High accuracy retrieval with multiple nested ranker. In Proceedings of SIGIR 2006 (pp. 437-444).
  • 18
    • 8644231803 scopus 로고    scopus 로고
    • Nallapati, R. (2004). Discriminative models for information retrieval. In SIGIR 2004 (pp. 64-71).
    • Nallapati, R. (2004). Discriminative models for information retrieval. In SIGIR 2004 (pp. 64-71).
  • 19
    • 39649095276 scopus 로고    scopus 로고
    • Page, L., Brin, S., Motwani, R., & Winograd, T. (1998). The PageRank citation ranking: Bringing order to the web. Technical report. Stanford University, Stanford, CA.
    • Page, L., Brin, S., Motwani, R., & Winograd, T. (1998). The PageRank citation ranking: Bringing order to the web. Technical report. Stanford University, Stanford, CA.
  • 20
    • 36448946824 scopus 로고    scopus 로고
    • Qin, T., Liu, T.-Y., Lai, W., Zhang, X.-D., Wang, D.-S., & Li, H. (2007). Ranking with multiple hyperplanes. In: Proceedings of SIGIR 2007: Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval.
    • Qin, T., Liu, T.-Y., Lai, W., Zhang, X.-D., Wang, D.-S., & Li, H. (2007). Ranking with multiple hyperplanes. In: Proceedings of SIGIR 2007: Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval.
  • 22
    • 0031538203 scopus 로고    scopus 로고
    • Overview of the okapi projects
    • Robertson S.E. Overview of the okapi projects. Journal of Documentation 53 1 (1997) 3-7
    • (1997) Journal of Documentation , vol.53 , Issue.1 , pp. 3-7
    • Robertson, S.E.1
  • 23
    • 39649107443 scopus 로고    scopus 로고
    • Robertson, S., & Hull, D. A. (2000). The TREC-9 filtering track final report. In Proceedings of the 9th text retrieval conference (pp. 25-40).
    • Robertson, S., & Hull, D. A. (2000). The TREC-9 filtering track final report. In Proceedings of the 9th text retrieval conference (pp. 25-40).
  • 24
    • 39649125543 scopus 로고    scopus 로고
    • Song, R., Wen, J. R., Shi, S. M., Xin, G. M., Liu, T. Y., Qin, T., Zheng, X., Zhang, J. Y., Xue, G. R., & Ma, W. Y. (2004). Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004, in the 13th TREC.
    • Song, R., Wen, J. R., Shi, S. M., Xin, G. M., Liu, T. Y., Qin, T., Zheng, X., Zhang, J. Y., Xue, G. R., & Ma, W. Y. (2004). Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004, in the 13th TREC.
  • 25
    • 0036989640 scopus 로고    scopus 로고
    • Sormunen, E. (2002). Liberal relevance criteria of TREC-Counting on negligible documents? In: Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval.
    • Sormunen, E. (2002). Liberal relevance criteria of TREC-Counting on negligible documents? In: Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval.
  • 26
    • 36448961557 scopus 로고    scopus 로고
    • Tsai, M.-F., Liu, T.-Y., Qin, T., Chen, H.-H., & Ma, W.-Y. (2007). Frank: A ranking method with fidelity loss. In Proceedings of SIGIR 2007: Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval.
    • Tsai, M.-F., Liu, T.-Y., Qin, T., Chen, H.-H., & Ma, W.-Y. (2007). Frank: A ranking method with fidelity loss. In Proceedings of SIGIR 2007: Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval.
  • 29
    • 84885592392 scopus 로고    scopus 로고
    • Xue, G. R., Yang, Q., Zeng, H. J., Yu, Y., & Chen, Z. (2005). Exploiting the hierarchical structure for link analysis. In Proceedings of the 28th annual international ACM SIGIR conference on research and development in information retrieval Salvador, Brazil.
    • Xue, G. R., Yang, Q., Zeng, H. J., Yu, Y., & Chen, Z. (2005). Exploiting the hierarchical structure for link analysis. In Proceedings of the 28th annual international ACM SIGIR conference on research and development in information retrieval Salvador, Brazil.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.