Evaluating Large Language Models as Generative User Simulators for
Conversational Recommendation

Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation

13 March 2024

Papers citing "Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation"

9 / 9 papers shown

Title
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User X. Wang Chunxuan Xia Junyi Li Fanzhe Meng Lei Huang Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen 60 0 0 29 Apr 2025
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 50 0 0 19 Apr 2025
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
A Survey on LLM-powered Agents for Recommender Systems Qiyao Peng Hongtao Liu Hua Huang Qing Yang Minglai Shao LLMAG LRM 78 2 0 14 Feb 2025
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond Paul Owoicho Ivan Sekulić Mohammad Aliannejadi Jeffrey Stephen Dalton Fabio Crestani 46 31 0 26 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 128 270 0 23 Jan 2021
Dialog-based Interactive Image Retrieval Xiaoxiao Guo Hui Wu Yu Cheng Steven J. Rennie Gerald Tesauro Rogerio Feris 48 201 0 01 May 2018
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013