Unbiased Learning-to-Rank with Biased Feedback

Unbiased Learning-to-Rank with Biased Feedback

16 August 2016

Thorsten Joachims

Adith Swaminathan

Tobias Schnabel

Papers citing "Unbiased Learning-to-Rank with Biased Feedback"

12 / 12 papers shown

Title
Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity Shiyin Tan Dongyuan Li Renhe Jiang Zhen Wang Xingtong Yu Manabu Okumura CML 95 0 0 20 May 2025
To Judge or not to Judge: Using LLM Judgements for Advertiser Keyphrase Relevance at eBay Soumik Dey Hansi Wu Binbin Li 68 1 0 07 May 2025
Counterfactual Inference under Thompson Sampling Olivier Jeunen OffRL LRM 51 0 0 03 Apr 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 106 2 0 21 Feb 2025
Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance Lulu Yu Keping Bi Jiafeng Guo Shihao Liu Dawei Yin Xueqi Cheng 74 0 0 17 Feb 2025
Unleashing the Power of Large Language Model for Denoising Recommendation Shuyao Wang Zhi Zheng Yongduo Sui Hui Xiong 142 0 0 13 Feb 2025
LiPO: Listwise Preference Optimization through Learning-to-Rank Tianqi Liu Zhen Qin Junru Wu Jiaming Shen Misha Khalman ... Mohammad Saleh Simon Baumgartner Jialu Liu Peter J. Liu Xuanhui Wang 210 54 0 28 Jan 2025
Orbit: A Framework for Designing and Evaluating Multi-objective Rankers Chenyang Yang Tesi Xiao Michael Shavlovsky Christian Kastner Tongshuang Wu 59 0 0 07 Nov 2024
GraphEx: A Graph-based Extraction Method for Advertiser Keyphrase Recommendation Ashirbad Mishra Soumik Dey Marshall Wu Jinyu Zhao He Yu Kaichen Ni Binbin Li Kamesh Madduri 69 3 0 05 Sep 2024
Causal Learning for Trustworthy Recommender Systems: A Survey Jin Li Shoujin Wang Qi Zhang LongBing Cao Fang Chen Xiuzhen Zhang Dietmar Jannach Charu C. Aggarwal CML 44 1 0 13 Feb 2024
Off-policy Bandits with Deficient Support Noveen Sachdeva Yi-Hsun Su Thorsten Joachims OffRL 114 75 0 16 Jun 2020
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 150 574 0 31 Mar 2010