publication . Preprint . Conference object . 2018

An Unsupervised Ranking Approach

Jiaming Shen; Jinfeng Xiao; Xinwei He; Jingbo Shang; Saurabh Sinha; Jiawei Han;
Open Access English
  • Published: 29 Apr 2018
Abstract
Comment: SIGIR 2018 Full Paper
Subjects
free text keywords: Computer Science - Information Retrieval, Entity type, Information retrieval, Search algorithm, TREC Genomics, Scientific literature, Model selection, Ranking, Computer science, Scientific method
Funded by
NIH| KnowEng, a Scalable Knowledge Engine for Large-Scale Genomic Data-OVERALL
Project
  • Funder: National Institutes of Health (NIH)
  • Project Code: 5U54GM114838-02
  • Funding stream: NATIONAL INSTITUTE OF GENERAL MEDICAL SCIENCES
42 references, page 1 of 3

[1] Joran Beel and Bela Gipp. 2009. Google Scholar's ranking algorithm: An Introductory Overview. In ISSI. [OpenAIRE]

[2] Avradeep Bhowmik and Joydeep Ghosh. 2017. LETOR Methods for Unsupervised Rank Aggregation. In WWW. [OpenAIRE]

[3] Pavel Brazdil and Christophe Giraud-Carrier. 2017. Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue. Machine Learning (2017).

[4] David Carmel, Ming-Wei Chang, Evgeniy Gabrilovich, Bo-June Paul Hsu, and Kuansan Wang. 2014. ERD'14: entity recognition and disambiguation challenge. SIGIR Forum 48 (2014), 63-77.

[5] Stéphane Clinchant and Éric Gaussier. 2010. Information-based models for ad hoc IR. In SIGIR. [OpenAIRE]

[6] Don Coppersmith, Lisa Fleischer, and Atri Rudra. 2006. Ordering by weighted number of wins gives a good ranking for weighted tournaments. In Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm. Society for Industrial and Applied Mathematics, 776-782.

[7] Jef Dalton, Laura Dietz, and James Allan. 2014. Entity query feature expansion using knowledge base links. In SIGIR.

[8] Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Tobias Springenberg, Manuel Blum, and Frank Hutter. 2015. Eficient and Robust Automated Machine Learning. In NIPS.

[9] Edward A. Fox and Joseph A. Shaw. 1993. Combination of Multiple Searches. In TREC.

[10] Darío Garigliotti and Krisztian Balog. 2017. On Type-Aware Entity Retrieval. In ICTIR. [OpenAIRE]

[11] John Guiver and Edward Snelson. 2009. Bayesian inference for Plackett-Luce ranking models. In ICML. [OpenAIRE]

[12] Jiafeng Guo, Gu Xu, Xueqi Cheng, and Hang Li. 2009. Named entity recognition in query. In SIGIR. [OpenAIRE]

[13] Faegheh Hasibi, Krisztian Balog, and Svein Erik Bratsberg. 2015. Entity linking in queries: Tasks and evaluation. In Proceedings of the 2015 International Conference on The Theory of Information Retrieval. ACM, 171-180. [OpenAIRE]

[14] William R. Hersh, Ravi Teja Bhupatiraju, L. Ross, Aaron M. Cohen, Dale Kraemer, and Phoebe Johnson. 2004. TREC 2004 Genomics Track Overview. In TREC.

[15] William R. Hersh, Aaron Cohen, Jianji Yang, Ravi Teja Bhupatiraju, Phoebe Roberts, and Marti Hearst. 2005. TREC 2005 Genomics Track Overview. In TREC.

42 references, page 1 of 3
Abstract
Comment: SIGIR 2018 Full Paper
Subjects
free text keywords: Computer Science - Information Retrieval, Entity type, Information retrieval, Search algorithm, TREC Genomics, Scientific literature, Model selection, Ranking, Computer science, Scientific method
Funded by
NIH| KnowEng, a Scalable Knowledge Engine for Large-Scale Genomic Data-OVERALL
Project
  • Funder: National Institutes of Health (NIH)
  • Project Code: 5U54GM114838-02
  • Funding stream: NATIONAL INSTITUTE OF GENERAL MEDICAL SCIENCES
42 references, page 1 of 3

[1] Joran Beel and Bela Gipp. 2009. Google Scholar's ranking algorithm: An Introductory Overview. In ISSI. [OpenAIRE]

[2] Avradeep Bhowmik and Joydeep Ghosh. 2017. LETOR Methods for Unsupervised Rank Aggregation. In WWW. [OpenAIRE]

[3] Pavel Brazdil and Christophe Giraud-Carrier. 2017. Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue. Machine Learning (2017).

[4] David Carmel, Ming-Wei Chang, Evgeniy Gabrilovich, Bo-June Paul Hsu, and Kuansan Wang. 2014. ERD'14: entity recognition and disambiguation challenge. SIGIR Forum 48 (2014), 63-77.

[5] Stéphane Clinchant and Éric Gaussier. 2010. Information-based models for ad hoc IR. In SIGIR. [OpenAIRE]

[6] Don Coppersmith, Lisa Fleischer, and Atri Rudra. 2006. Ordering by weighted number of wins gives a good ranking for weighted tournaments. In Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm. Society for Industrial and Applied Mathematics, 776-782.

[7] Jef Dalton, Laura Dietz, and James Allan. 2014. Entity query feature expansion using knowledge base links. In SIGIR.

[8] Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Tobias Springenberg, Manuel Blum, and Frank Hutter. 2015. Eficient and Robust Automated Machine Learning. In NIPS.

[9] Edward A. Fox and Joseph A. Shaw. 1993. Combination of Multiple Searches. In TREC.

[10] Darío Garigliotti and Krisztian Balog. 2017. On Type-Aware Entity Retrieval. In ICTIR. [OpenAIRE]

[11] John Guiver and Edward Snelson. 2009. Bayesian inference for Plackett-Luce ranking models. In ICML. [OpenAIRE]

[12] Jiafeng Guo, Gu Xu, Xueqi Cheng, and Hang Li. 2009. Named entity recognition in query. In SIGIR. [OpenAIRE]

[13] Faegheh Hasibi, Krisztian Balog, and Svein Erik Bratsberg. 2015. Entity linking in queries: Tasks and evaluation. In Proceedings of the 2015 International Conference on The Theory of Information Retrieval. ACM, 171-180. [OpenAIRE]

[14] William R. Hersh, Ravi Teja Bhupatiraju, L. Ross, Aaron M. Cohen, Dale Kraemer, and Phoebe Johnson. 2004. TREC 2004 Genomics Track Overview. In TREC.

[15] William R. Hersh, Aaron Cohen, Jianji Yang, Ravi Teja Bhupatiraju, Phoebe Roberts, and Marti Hearst. 2005. TREC 2005 Genomics Track Overview. In TREC.

42 references, page 1 of 3
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