paper_type.json (307B)
1 { 2 "paper_type": "empirical", 3 "reason": "Introduces ReduceFix technique with quantitative experimental results (89.1% input reduction, 53.8% improvement) validated on LFTBench and OSS-Fuzz benchmarks; primary contribution is empirical findings about input reduction's impact on LLM repair performance." 4 }