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When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation

Ni, Shiyu; Bi, Keping; Guo, Jiafeng; Cheng, Xueqi.  arXiv.org, Jun 11, 2024.

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