@inproceedings{zhong-etal-2025-kaft, title = "{K}a{FT}: Knowledge-aware Fine-tuning for Boosting {LLM}s' Domain-specific Question-Answering Performance", author = "Zhong, Qihuang and Ding, Liang and Cai, Xiantao and Liu, Juhua and Du, Bo and Tao, Dacheng", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.1235/", pages = "24085--24100", ISBN = "979-8-89176-256-5" }