paper_type.json (306B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes LD-Scene method, runs experiments on nuScenes dataset, reports quantitative results (collision rates, success rates) compared to baselines, and validates the LLM-guided approach—primary contribution is experimental findings, not benchmark creation." 4 }