A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

Lixi Zhu, Xiaowen Huang, Jitao Sang

Conversational Recommender System (CRS) leverages real-time feedback from users to dynamically model their preferences, thereby enhancing the system's ability to provide personaliz…