@article{mitigatingculturalbiasinllmsviamultiagen, title = {Mitigating Cultural Bias in LLMs via Multi-Agent Cultural Debate}, author = {Qian Tan and Lei Jiang and Yuting Zeng and Shuoyang Ding and Xiaohua Xu}, year = {2026}, eprint = {2601.12091}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.12091}, }