@inproceedings{leong-etal-2026-finding, title = "Finding {RELIEF}: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering", author = "Leong, Chak Tou and Chen, Dingwei and Xia, Heming and Yin, Qingyu and Lee, Sunbowen and Wang, Jian and Li, Wenjie", 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.218/", pages = "4444--4467", ISBN = "979-8-89176-395-1" }