AI RESEARCH
Cut to the Chase: Training-free Multimodal Summarization via Chain-of-Events
arXiv CS.AI
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ArXi:2603.06213v1 Announce Type: cross Multimodal Summarization (MMS) aims to generate concise textual summaries by understanding and integrating information across videos, transcripts, and images. However, existing approaches still suffer from three main challenges: (1) reliance on domain-specific supervision, (2) implicit fusion with weak cross-modal grounding, and (3) flat temporal modeling without event transitions. To address these issues, we