paper_type.json (299B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes RepairAgent system and validates it through experiments on Defects4J and GitBug-Java benchmarks, reporting quantitative results (164 bugs fixed, ablation studies, generalization tests) showing the primary contribution is experimental findings." 4 }