Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition

Zhao, HY; Xu, J; Zhang, X; Cai, GH; Dong, ZH; Wen, JR

Xu, J (通讯作者),Renmin Univ China, Gaoling Sch Artificial Intelligence, Beijing, Peoples R China.

ANNUAL INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL IN THE ASIA PACIFIC REGION, SIGIR-AP 2023, 2023; (): 129

Abstract

Unbiased learning to rank methods have been proposed to address biases in search ranking. These biases, known as position bias and sample selection bi......

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