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AIBullisharXiv – CS AI · Feb 276/105
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MovieTeller: Tool-augmented Movie Synopsis with ID Consistent Progressive Abstraction

Researchers introduce MovieTeller, a new AI framework that generates accurate movie synopses by combining face recognition tools with Vision-Language Models to maintain character consistency and narrative coherence. The training-free approach uses progressive abstraction to overcome current VLM limitations in processing long-form video content.