@article{enhancingpersonaconsistencyforllmsrole, title = {Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning}, author = {Ke Ji and Yixin Lian and Linxu Li and Jingsheng Gao and Weiyuan Li and Bin Dai}, year = {2025}, eprint = {2503.17662}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.17662v2}, }