@inproceedings{liu-etal-2026-save, title = "Save the Good Prefix: Precise Error Penalization via Process-Supervised {RL} to Enhance {LLM} Reasoning", author = "Liu, Haolin and Yu, Dian and Lu, Sidi and Zhou, Yujun and Liu, Rui and Liang, Zhenwen and Mi, Haitao and Wei, Chen-Yu and Yu, Dong", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1767/", pages = "35450--35477", ISBN = "979-8-89176-395-1" }