Huiting Liu

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  1. ResearcharXivWrote it

    Beyond Causal Masks: Auditing and Localizing Hidden Future-Token Leakage in Adaptive Sequence Models

    According to the abstract, a preprint shows how an adaptive routing decoder looked far better in validation, with loss of 1.4259 against 3.5958, because of hidden future-token leakage despite a correct causal mask. Two repaired models removed the apparent advantage.