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

@inproceedings{zhu-2025-llmbased, author = {Lixi Zhu and Xiaowen Huang and Jitao Sang}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {4653--4661}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714858}, doi = {https://doi.org/10.1145/3696410.3714858} }