paper_type.json (299B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs experiments comparing property-based testing approaches for LLM code generation against baselines, reporting quantitative improvements (9.2% pass@1 gain, 23.1-37.3% relative RSR gains) with empirical findings as the primary contribution." 4 }