paper_type.json (267B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes StateFlow method and validates it through experiments on existing benchmarks (InterCode SQL, ALFWorld), reporting quantitative improvements (13-28% success rate gains, 3-5x cost reduction) with ablation studies." 4 }