Unverified50% confidenceSolutionExact time
The researchers proposed the DeRef (Derived Reference) scheme: an independent model reads the full conversation history (but does not look at the candidate value) to generate reference text for the judge, and the judge then makes its judgment based on the reference text.
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10/14/2026
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