Do Language Models Converge to Themselves? Recursive Self-Refinement as Textual Relaxation

Xuening Wu, Qianya Xu, Yanlan Kang +3

Large language models are increasingly used in recursive refinement workflows, where an initial draft is repeatedly revised by the same model. Despite their growing use, the long-t…