@article{qin2026premise, title={Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning}, author={Qin, Yuehan and Li, Li and Nian, Yi and Yu, Xinyan Velocity and Zhao, Yue and Ma, Xuezhe}, journal={Transactions on Machine Learning Research}, year={2026} }