@article{multistagevlmpipelineforzeroshottraffica, title = {Multi-Stage VLM Pipeline for Zero-Shot Traffic Accident Understanding}, author = {Fumiya Tatematsu and Fumihiko Takahashi}, year = {2026}, eprint = {2605.29325}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.29325}, }