Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion 事件

Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion arXiv:2606.00616v1 Announce Type: new Abstract: Recent Vision-Language Models (VLMs) struggle with grounded reasoning, temporal consistency, and context aware planning in videos. We introduce pause-and-think-T, a reasoning-centric training dataset that encourages models to pause, reason over visual evidence, and produce concise, actionable responses. The dataset promotes structured reasoning prior to answer