2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
ACL 2025finding
Video summarization aims to generate a condensed textual version of an original video. Summaries may consist of either plain text or a shortlist of salient events, possibly including temporal or spatial references. Video Large Language Models (VLLMs) exhibit impressive zero-shot capabilities in vide…