Non-Clicks Mean Irrelevant? Propensity Ratio Scoring As a Correction

Non-Clicks Mean Irrelevant? Propensity Ratio Scoring As a Correction

18 May 2020

Zhen Qin

Papers citing "Non-Clicks Mean Irrelevant? Propensity Ratio Scoring As a Correction"

10 / 10 papers shown

Title
Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance Lulu Yu Keping Bi J. Guo Shihao Liu Dawei Yin Xueqi Cheng 58 0 0 17 Feb 2025
Data-driven Conditional Instrumental Variables for Debiasing Recommender Systems Zhirong Huang Shichao Zhang Debo Cheng Jiuyong Li Lin Liu Guangquan Lu CML 26 0 0 19 Aug 2024
Algorithmic Fairness: A Tolerance Perspective Renqiang Luo Tao Tang Feng Xia Jiaying Liu Chengpei Xu Leo Yu Zhang Wei Xiang Chengqi Zhang FaML 74 0 0 26 Apr 2024
Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective Zeyu Zhang Yi-Hsun Su Hui Yuan Yiran Wu R. Balasubramanian Qingyun Wu Huazheng Wang Mengdi Wang OffRL CML 36 4 0 13 Jun 2023
Biases in Scholarly Recommender Systems: Impact, Prevalence, and Mitigation Michael Färber Melissa Coutinho Shuzhou Yuan 29 7 0 18 Jan 2023
Towards Disentangling Relevance and Bias in Unbiased Learning to Rank Yunan Zhang Le Yan Zhen Qin Honglei Zhuang Jiaming Shen Xuanhui Wang Michael Bendersky Marc Najork CML 18 12 0 28 Dec 2022
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation Nan Wang Qifan Wang Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie 28 6 0 14 Oct 2022
Bilateral Self-unbiased Learning from Biased Implicit Feedback Jae-woong Lee Seongmin Park Joonseok Lee Jongwuk Lee CML 11 12 0 26 Jul 2022
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank Harrie Oosterhuis CML 31 27 0 31 Mar 2022
BPMR: Bayesian Probabilistic Multivariate Ranking Nan Wang Hongning Wang 16 0 0 18 Sep 2019