Context-Aware Pseudo-Label Scoring for Zero-Shot Video Summarization

Yuanli Wu, Long Zhang, Yue Du +1

We propose a rubric-guided, pseudo-labeled, and prompt-driven zero-shot video summarization framework that bridges large language models with structured semantic reasoning. A small…