@article{beyondsinglelabelsimprovingconversationa, title = {Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation}, author = {Haozhe Xu and Xiaohua Wang and Changze Lv and Xiaoqing Zheng}, year = {2025}, eprint = {2508.05657}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05657}, }