Tao Yang

2024

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Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach.
Tao Yang|Cuize Han|Chen Luo|Parth Gupta|Jeff M. Phillips|Qingyao Ai
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

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FARA: Future-aware Ranking Algorithm for Fairness Optimization.
Tao Yang|Zhichao Xu|Zhenduo Wang|Qingyao Ai
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Marginal-Certainty-Aware Fair Ranking Algorithm.
Tao Yang|Zhichao Xu|Zhenduo Wang|Anh Tran|Qingyao Ai
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2022

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UTIRL at the NTCIR-16 ULTRE Task.
Anh Tran|Tao Yang|Qingyao Ai
Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2022, Tokyo, Japan, June 14-17, 2022
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Overview of the NTCIR-16 Unbiased Learning to Rank Evaluation (ULTRE) Task.
Yurou Zhao|Zechun Niu|Feng Wang|Jiaxin Mao|Qingyao Ai|Tao Yang|Junqi Zhang|Yiqun Liu
Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2022, Tokyo, Japan, June 14-17, 2022
doi dblp
Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank.
Tao Yang|Chen Luo|Hanqing Lu|Parth Gupta|Bing Yin|Qingyao Ai
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Unbiased Learning to Rank: Online or Offline?
Qingyao Ai|Tao Yang|Huazheng Wang|Jiaxin Mao
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 2
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ULTRA: An Unbiased Learning To Rank Algorithm Toolbox.
Anh Tran|Tao Yang|Qingyao Ai
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Maximizing Marginal Fairness for Dynamic Learning to Rank.
Tao Yang|Qingyao Ai
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank.
Tao Yang|Shikai Fang|Shibo Li|Yulan Wang|Qingyao Ai
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020