How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation.

Lixi Zhu|Xiaowen Huang|Jitao Sang


Anthology ID:DBLP:conf/www/ZhuHS24
Volume:Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
Year:2024
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:1726-1732
URL:https://doi.org/10.1145/3589335.3651955
DOI:https://doi.org/10.1145/3589335.3651955
DBLP:conf/www/ZhuHS24
BibTeX:
@inproceedings{zhu-2024-reliable, author = {Lixi Zhu and Xiaowen Huang and Jitao Sang}, editor = {Tat-Seng Chua and Chong-Wah Ngo and Roy Ka-Wei Lee and Ravi Kumar and Hady Wirawan Lauw}, title = {{How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation}}, booktitle = {{Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024}}, pages = {1726--1732}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3589335.3651955}, doi = {https://doi.org/10.1145/3589335.3651955} }