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Hyunjung Shim

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#artificial intelligence Preprint Oct 2026

Omni-Modal LLMs Know More Than They Say

Omni-modal large language models (Omni-LLMs) extend LLMs to process heterogeneous modalities (e.g., vision, audio, and IMU signals) alongside language, enabling a broader range of multimodal tasks. Yet we find that these models often fail to express information from non-textual modalities even when they perceive it cor...

Na-Min An, Taekyung Kim, Jaemyung Yu et al. · 0 citations

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