Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty.

Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li

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