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Counterfactual Modality Attribution

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04:00

2026-08-04

arxiv.org

artificial-intelligence

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs

Researchers introduced Counterfactual Modality Attribution (CMA), the first framework for quantifying modality-level contributions in multimodal large language models (MLLMs), which identifies the dec…

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artificial intelligence 1 machine learning 1 large language models 1 ai research 1 ai safety 1