@article{fromrubricstoreliablescoresevidencegroun, title = {From Rubrics to Reliable Scores: Evidence-Grounded Text Evaluation with LLM Judges}, author = {Yihan Hong and Huaiyuan Yao and Bolin Shen and Wanpeng Xu and Hua Wei and Yushun Dong}, year = {2026}, eprint = {2601.08654}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.08654}, }