paper_type.json (229B)
1 { 2 "paper_type": "empirical", 3 "reason": "Introduces LIDL system and reports quantitative results on real-world LLM integration defect localization, including accuracy/MAP metrics, baseline comparisons, and ablation studies." 4 }