@article{autorubriclearningfromimplicitweightstoe, title = {Auto-Rubric: Learning From Implicit Weights to Explicit Rubrics for Reward Modeling}, author = {Lipeng Xie and Sen Huang and Zhuo Zhang and Anni Zou and Yunpeng Zhai and Dingchao Ren and Kezun Zhang and Haoyuan Hu and Boyin Liu and Haoran Chen and Zhaoyang Liu and Bolin Ding}, year = {2025}, eprint = {2510.17314}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.17314}, }