@inproceedings{tian-etal-2026-think, title = "Think Before You Score: Pedagogical Chain-of-Thought Annotation and Reinforcement Learning for Low-Resource Multilingual Essay Evaluation", author = "Tian, Wei and Zhou, Yuhao and Li, Shenwei and Sun, Xiayu and Lan, Man", 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.883/", pages = "18641--18660", ISBN = "979-8-89176-462-0" }