paper_type.json (262B)
1 { 2 "paper_type": "empirical", 3 "reason": "Presents a new hybrid LLM-SBST system and validates it experimentally with quantitative results (9-11% improvements) on existing benchmarks (Defects4J), including ablation studies to isolate component contributions." 4 }