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MQuAKE-MemStream, a derived dataset of ordered memory streams built from MQuAKE-Remastered counterfactual cases, is introduced, and the Contract Memory Compiler (CMC) is introduced, which achieves state-of-the-art multi-hop accuracy on FactConsolidation.
NashEval is proposed, a general framework for robust contextual equilibrium learning that frame evaluation as a contextual game between two players, each selecting a distribution over agents as the strategy to receive greater collective preference than the other.
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