@article{liu2026calm, title={CALM: Consistency-Aware Logit Masking in Decoding Space for Mitigating Overthinking of Large Reasoning Models}, author={Liu, Shengjing and Li, Feiyang and Yang, Yuxuan and Wang, Yile and Huang, Hui}, journal={arXiv preprint arXiv:2610.25908}, year={2026} }