paper_type.json (237B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes a code generation method (CatCoder) and validates it experimentally on existing benchmarks, reporting quantitative improvements in compile@k and pass@k metrics across multiple LLMs." 4 }