@article{safetyawareevaluationofllmgenerateddrive, title = {Safety-Aware Evaluation of LLM-Generated Driver Intervention Messages through Multi-Task Risk Fusion}, author = {Keito Inoshita}, year = {2026}, eprint = {2606.22706}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.22706}, }