Exact Feedback Is Not Control: Evaluating Text-based Closed-Loop Revision in LLMs

Haitong Jiang, Chunlin Liu, Yile Wang +1

Closed-loop revision is increasingly used in large language model (LLM) applications, but failures may reflect incomplete feedback or ineffective responses to correct feedback. We…