@article{casebasedcalibrationofadaptivereasoninga, title = {Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use}, author = {Renning Pang and Tian Lan and Leyuan Liu and Piao Tong and Sheng Cao and Xiaosong Zhang}, year = {2026}, eprint = {2605.15041}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.15041}, }