Alvin Chan
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126
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AI×1
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2026
Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition
The paper introduces Partial Information Decomposition (PID) to quantitatively separate unique, redundant, and synergistic contributions of different modalities (e.g., vision, language) in multimodal language models, revealing distinct modality-use profiles for different task types.
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