@article{canasmallmodellearntolookbeforeitleapsdy, title = {Can a Small Model Learn to Look Before It Leaps? Dynamic Learning and Proactive Correction for Hallucination Detection}, author = {Zepeng Bao and Shen Zhou and Qiankun Pi and Jianhao Chen and Mayi Xu and Ming Zhong and Yuanyuan Zhu and Tieyun Qian}, year = {2025}, eprint = {2511.05854}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.05854}, }