paper_type.json (335B)
1 { 2 "paper_type": "empirical", 3 "reason": "Runs controlled experiments across MBPP, HumanEval, and CodeChef datasets with quantitative results (9.15–29.57% improvements) comparing TDD approaches and different models; primary contribution is experimental findings about test-driven development's effectiveness for code generation." 4 }