paper_type.json (253B)
1 { 2 "paper_type": "empirical", 3 "reason": "Introduces a novel agent-based ensemble approach for software engineering and reports quantitative experimental results (5.83–14.60% improvements) on the SWE-bench Verified benchmark across multiple LLMs." 4 }