paper_type.json (304B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes DEED method and validates it experimentally across five benchmarks and four LLMs, reporting quantitative improvements (46.2% relative gain) over baselines—the primary contribution is experimental findings demonstrating the method's effectiveness." 4 }