@article{unbiasedevaluationoflargelanguagemodels, title = {Unbiased Evaluation of Large Language Models from a Causal Perspective}, author = {Meilin Chen and Jian Tian and Liang Ma and Di Xie and WeiJie Chen and Jiang Zhu}, year = {2025}, eprint = {2502.06655}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.06655v2}, }