@article{tdarctaskdrivenalignmentforknowledgebase, title = {TDA-RC: Task-Driven Alignment for Knowledge-Based Reasoning Chains in Large Language Models}, author = {Jiaquan Zhang and Qigan Sun and Chaoning Zhang and Xudong Wang and Zhenzhen Huang and Yitian Zhou and Pengcheng Zheng and Chi-lok Andy Tai and Sung-Ho Bae and Zeyu Ma and Caiyan Qin and Jinyu Guo and Yang Yang and Hengtao Shen}, year = {2026}, eprint = {2604.04942}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.04942}, }