@article{recrittransitionawarereinforcementlearni, title = {ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning}, author = {Wanghan Xu and Yuhao Zhou and Hengyuan Zhao and Shuo Li and Dianzhi Yu and Zhenfei Yin and Yaowen Hu and Fengli Xu and Wanli Ouyang and Wenlong Zhang and Lei Bai}, year = {2026}, eprint = {2605.18799}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18799}, }