@article{whentocontinuethinkingadaptivethinking, title = {When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning}, author = {Xiaoyun Zhang and Jingqing Ruan and Xing Ma and Yawen Zhu and Haodong Zhao and Hao Li and Jiansong Chen and Ke Zeng and Xunliang Cai}, year = {2025}, eprint = {2505.15400}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15400v1}, }