@article{thinkbrakeefficientreasoningvialogprobab, title = {ThinkBrake: Efficient Reasoning via Log-Probability Margin Guided Decoding}, author = {Sangjun Song and Minjae Oh and Seungkyu Lee and Sungmin Jo and Yohan Jo}, year = {2025}, eprint = {2510.00546}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.00546}, }