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Beijing Information Science and Technology University The work was done while the author interned at Zhipu.AI.
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RotMoLE's rotational gating unlocks more representational power from low-rank MoE architectures, even when expert diversity is limited.
Grounding RAG in historical texts demands more than semantic similarity; ChunQiuTR reveals the critical importance of temporal consistency, where even plausible evidence can be rendered invalid by subtle time-key mismatches.
