@inproceedings{wu-etal-2026-edit, title = "{EDIT}: Evidence-Diagnosed Intervention Training for Rule-Faithful {LLM} Grading", author = "Wu, Zhihao and Zhang, Linhai and Wang, Taiyi and Zhao, Runcong and Andrews, Peter and Aloisi, Cesare and He, Yulan", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1202/", pages = "25397--25413", ISBN = "979-8-89176-462-0" }