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Toward Efficient Uncertainty in LLMs through Evidential Knowledge Distillation
新方法通过证据知识蒸馏让大语言模型高效量化不确定性，无需额外推理开销
arXiv:2507.18366v2 Announce Type: replace Abstract: Accurate uncertainty quantification remains a key challenge for standard LLMs, prompting the adopt…