@article{verithinkerlearningtoverifymakes, title = {VeriThinker: Learning to Verify Makes Reasoning Model Efficient}, author = {Zigeng Chen and Xinyin Ma and Gongfan Fang and Ruonan Yu and Xinchao Wang}, year = {2025}, eprint = {2505.17941}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.17941v1}, }