@article{thoughtcalibrationefficientandconfident, title = {Thought calibration: Efficient and confident test-time scaling}, author = {Menghua Wu and Cai Zhou and Stephen Bates and Tommi Jaakkola}, year = {2025}, eprint = {2505.18404}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18404v1}, }