@article{ideaaninterpretableandeditabledecisionma, title = {IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration}, author = {Yanji He and Yuxin Jiang and Yiwen Wu and Bo Huang and Jiaheng Wei and Wei Wang}, year = {2026}, eprint = {2604.12573}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.12573}, }