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Do Multimodal LLMs See Before They Read? Diagnosing Contextual Sycophancy

arXiv cs.CL · yesterday Cached

The paper introduces multimodal contextual sycophancy in large language models, where external text overrides visual evidence, and proposes a diagnostic method using System-2 Visual Arbitration to improve performance.

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