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Shifting the focus from topical relevance to answerability, CLEAR reveals that many conversational retrievers miss the mark by overlooking critical answer-supporting passages.
eMoT achieves 100% accuracy on the Game of 24 by evolving reasoning as dynamic memories, outperforming traditional models by up to 17.6%.
Singing deepfakes are a surprisingly effective attack vector, and this paper introduces a new benchmark and detection method to address the resulting security gap.
