@article{kaftknowledgeawarefinetuningforboosting, title = {KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance}, author = {Qihuang Zhong and Liang Ding and Xiantao Cai and Juhua Liu and Bo Du and DaCheng Tao}, year = {2025}, eprint = {2505.15480}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15480v1}, }