Presents RoadTones-51K dataset, RoadTones-VL-CoT model with tone-conditioned CoT, and RoadTones-Eval suite for controllable tone in road video captioning, supported by user study.
A car pulled out from a side road without leaving sufficient space, nearly hitting a cyclist
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RoadTones: Tone Controllable Text Generation from Road Event Videos
Presents RoadTones-51K dataset, RoadTones-VL-CoT model with tone-conditioned CoT, and RoadTones-Eval suite for controllable tone in road video captioning, supported by user study.