#artificial intelligence
Jun 2026
FLARE: Fine-Grained Diagnostic Feedback for LLM Code Refinement
Flare, an iterative framework with a lightweight diagnostic model that predicts line-level suspiciousness signals for bug localization and code refinement, achieves the best performance compared with recent fault localization methods, demonstrating that it can provide reliable fine-grained guidance for code refinement.
Yin-Sheng Yao, Hongxiang Zhang, Weixi Tong et al.
· arXiv.org · 1 citation