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    Retrieve-then-verify medical fact-checking reportedly fails in systematic ways

    A post says bigger models, more reasoning, better sources and medical fine-tuning don’t fix these failures.

    Mark DredzeMD
    1 Source, 1h ago, first seen 1h ago

    TLDR

    An October 8 post announces a NeurIPS GenAI4Health oral presentation for research led by Heyuan Huang, placing it in the top 4% of roughly 250 submissions. The author says retrieve-then-verify medical fact-checking fails in systematic ways that bigger models, more reasoning, better sources and medical fine-tuning don’t fix.

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    1 Source, first seen 1h ago

    Combined views

    29

    1 Source, first seen 1h ago

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    Mark Dredze@mdredzeRetrieve-then-verify medical fact-checking fails in systematic ways, and bigger models, more reasoning, better sources, and medical fine-tuning don’t fix them.1h

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    1 Source

    Mark Dredze@mdredzeRetrieve-then-verify medical fact-checking fails in systematic ways, and bigger models, more reasoning, better sources, and medical fine-tuning don’t fix them.1h