@inproceedings{peng-etal-2026-learning, title = "Learning Solvability Boundaries in {LLM}s: Improving Reasoning, Detecting Unsolvability, and Calibrating Refusal", author = "Peng, Dengyun and Chen, Qiguang and Liu, Bofei and Guan, Jiannan and Qin, Libo and Yan, Zheng and Liu, Jinhao and Zhang, Jianshu and Che, Wanxiang", 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.815/", doi = "10.18653/2026.findings-emnlp.815", pages = "17250--17271", ISBN = "979-8-89176-462-0" }