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most citedLarge Language Models Often Say One Thing and Do Another

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cs.AI2026

Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models

Xinru Yan, Boxi Cao, Yaojie Lu +4

Native Omni-modal Large Language Models (OLLMs) have shifted from pipeline architectures to unified representation spaces. However, this native integration gives rise to a critical…