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News/VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
arxiv
PublishedAugust 29, 2026 at 4:00 AM
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VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation

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arXiv:2608.26155v1 Announce Type: cross Abstract: Multimodal large language models have advanced rapidly, yet most remain English-centric, as scaling multilingual multimodal instruction tuning is limited by the scarcity and high cost of high-quality non-English image-text supervision. Although multi

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