@inproceedings{ma-etal-2026-scientific, title = "Scientific Knowledge-driven Decoding Constraints Improving the Reliability of {LLM}s", author = "Ma, Maotian and Zeng, Zheni and Liu, Zhenghao and Yan, Yukun", 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.1098/", pages = "23230--23244", ISBN = "979-8-89176-462-0" }