@article{thinkingwithnothinkingcalibrationanewinc, title = {Thinking with Nothinking Calibration: A New In-Context Learning Paradigm in Reasoning Large Language Models}, author = {Haotian Wu and Bo Xu and Yao Shu and Menglin Yang and Chengwei Qin}, year = {2025}, eprint = {2508.03363}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.03363}, }