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arxiv_cs_cl ยท Jun 18, 2026 ยท paper

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StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs

arxiv.orgJun 18, 2026
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Multimodal large language models (MLLMs) are increasingly deployed in personally and societally consequential settings, yet the visual cues that shape how these models judge people remain poorly understood. Prior work...

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