paper_type.json (356B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs controlled experiments testing multiple LLMs on code translation, reports quantitative success rates and bug statistics across 1,748 translations, and analyzes bug patterns empirically—the primary contribution is experimental findings about LLM code translation reliability and failure modes." 4 }