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University of Illinois Urbana-Champaign
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The study reveals that maintaining answer accuracy in large models can come at the cost of losing critical reasoning support, highlighting a significant "answer-evidence gap" in KV cache compression.
SafeImpute not only delivers accurate clinical data imputations but also ensures that only reliable results are released, controlling for unacceptable errors.