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most citedMulti-MLLM Knowledge Distillation for Out-of-Context News Detection

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cs.AI2025

From Deferral to Learning: Online In-Context Knowledge Distillation for LLM Cascades

Yu Wu, Shuo Wu, Ye Tao +2

Standard LLM cascades improve efficiency by deferring difficult queries from weak to strong models. However, these systems are typically static: when faced with repeated or semanti…