@article{jiang2026exact, title={Exact Feedback Is Not Control: Evaluating Text-based Closed-Loop Revision in LLMs}, author={Jiang, Haitong and Liu, Chunlin and Wang, Yile and Feng, Yuhong}, journal={arXiv preprint arXiv:2609.28150}, year={2026} }