Better Understanding, Better Fixes? A Study of Hallucination in LLM-based Automated Program Repair

Xuemeng Cai, Jiakun Liu, Linhan Yang +2

Large language models (LLMs) have significantly advanced automated program repair (APR), yet existing evaluations remain largely result-centric and provide limited insight into hal…