@article{reflectbeforeactproactiveerrorcorrection, title = {Reflect before Act: Proactive Error Correction in Language Models}, author = {Qiuhai Zeng and Sarvesh Rajkumar and Di Wang and Narendra Gyanchandani and Wenbo Yan}, year = {2025}, eprint = {2509.18607}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.18607}, }