@article{doublecalibrationtowardsreliablellmsviac, title = {Double-Calibration: Towards Reliable LLMs via Calibrating Knowledge and Reasoning Confidence}, author = {Yuyin Lu and Ziran Liang and Yanghui Rao and Wenqi Fan and Fu Lee Wang and Qing Li}, year = {2026}, eprint = {2601.11956}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.11956}, }