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University of Pennsylvania
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ConflictScore reveals that language models often overlook conflicting evidence, leading to overconfident and inaccurate claims.
RLVR's reasoning gains hinge on high-entropy tokens, revealing a critical inefficiency in uniform reward broadcast that EAPO effectively addresses.
