On component interactions in two-stage recommender systems

On component interactions in two-stage recommender systems

28 June 2021

Michael I. Jordan

Papers citing "On component interactions in two-stage recommender systems"

12 / 12 papers shown

Title
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 87 1 0 07 Mar 2025
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment Jiaxin Deng Shiyao Wang Kuo Cai Lejian Ren Qigen Hu Weifeng Ding Qiang Luo Guorui Zhou 74 2 0 26 Feb 2025
Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning Amit Sharma Hua Li Xue Li Jian Jiao LRM 37 0 0 20 Jun 2024
Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation Se-eun Yoon Hyunsik Jeon Julian McAuley 38 0 0 23 May 2024
When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making Kate Donahue Sreenivas Gollapudi Kostas Kollias 18 3 0 22 Aug 2023
Performative Recommendation: Diversifying Content via Strategic Incentives Itay Eilat Nir Rosenfeld 43 7 0 08 Feb 2023
Cooperative Retriever and Ranker in Deep Recommenders Xunpeng Huang Defu Lian Jin Chen Liu Zheng Xing Xie Enhong Chen VLM AI4TS 30 11 0 28 Jun 2022
Two-Stage Neural Contextual Bandits for Personalised News Recommendation Mengyan Zhang Thanh Nguyen-Tang Fangzhao Wu Zhenyu He Xing Xie Cheng Soon Ong 11 4 0 26 Jun 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 17 22 0 30 May 2022
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model Wenbo Su Yuanxing Zhang Yufeng Cai Kaixu Ren Pengjie Wang ... Jing Chen Hongbo Deng Jian Xu Lin Qu Bo Zheng 20 4 0 23 May 2022
Improving Screening Processes via Calibrated Subset Selection Lequn Wang Thorsten Joachims Manuel Gomez Rodriguez CML 27 18 0 02 Feb 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 337 1,955 0 04 May 2020