@article{expectationconfirmationpreference, title = {Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent}, author = {Xueyang Feng and Jingsen Zhang and Jiakai Tang and Wei Li and Guohao Cai and Xu Chen and Quanyu Dai and Yue Zhu and Zhenhua Dong}, year = {2025}, eprint = {2506.14302}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.14302v1}, }