paper_type.json (251B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes an LLM-based program repair method and validates it experimentally on Defects4J benchmarks with quantitative bug-fix improvements and ablation studies; primary contribution is empirical findings." 4 }