@article{riskawaredrivingscenarioanalysiswith, title = {From Words to Collisions: LLM-Guided Evaluation and Adversarial Generation of Safety-Critical Driving Scenarios}, author = {Yuan Gao and Mattia Piccinini and Korbinian Moller and Amr Alanwar and Johannes Betz}, year = {2025}, eprint = {2502.02145}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.02145v3}, }