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Radboud University
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Multimodal RAG systems can now be more reliable: LeMUQ accurately quantifies uncertainty by modeling interactions between modalities and retrieved context, outperforming existing UQ methods.
Current benchmarks fail to rigorously evaluate deep research agents, but a new framework leveraging structured knowledge bases and synthetic data offers a verifiable and scalable solution.
