paper_type.json (304B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes a type-constrained decoding method and reports quantitative experimental results (50-75% error reduction, 3.5-37% improvement in pass@1) across 6 LLMs on existing benchmarks (HumanEval, MBPP), with primary contribution being the empirical findings." 4 }