paper_type.json (282B)
1 { 2 "paper_type": "empirical", 3 "reason": "Runs experiments with ChatGPT on LeetCode problems, reports quantitative acceptance rates and defect analysis, and analyzes multi-round fixing effectiveness—primary contribution is experimental findings about code generation quality." 4 }