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News/Do MLLMs Really See It: Reinforcing Visual Attention in Multimodal LLMs
arxiv
PublishedOctober 27, 2026 at 4:00 AM

Do MLLMs Really See It: Reinforcing Visual Attention in Multimodal LLMs

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arXiv:2602.08241v2 Announce Type: replace Abstract: While chain-of-thought (CoT) reasoning has substantially improved multimodal large language models (MLLMs) on complex reasoning tasks, existing approaches largely rely on long textual reasoning trajectories and provide limited mechanisms for learni

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