Large Language Models as Recommender Systems: A Study of Popularity Bias

3 June 2024

Papers citing "Large Language Models as Recommender Systems: A Study of Popularity Bias"

13 / 13 papers shown

Title
To Judge or not to Judge: Using LLM Judgements for Advertiser Keyphrase Relevance at eBay Soumik Dey Hansi Wu Binbin Li 112 1 0 07 May 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 180 17 0 17 Jan 2025
Geographical Erasure in Language Generation Pola Schwöbel Jacek Golebiowski Michele Donini Cédric Archambeau Danish Pruthi 61 5 0 23 Oct 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 167 344 0 05 Jul 2023
Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking Yuta Saito Thorsten Joachims 72 25 0 15 Jun 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 135 487 0 24 Mar 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 101 129 0 16 Oct 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 315 388 0 28 Feb 2021
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel Yanai Elazar Hila Gonen Michael Twiton Yoav Goldberg 144 388 0 16 Apr 2020
A Survey on Conversational Recommender Systems Dietmar Jannach A. Manzoor Wanling Cai Li Chen 57 421 0 01 Apr 2020
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 84 401 0 11 Dec 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 84 283 0 11 Jun 2019
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,341 0 07 Oct 2016