claim
Quantifying Large Language Model (LLM) confidence allows models to refrain from providing answers when knowledge gaps are significant, as supported by research from Kamath et al. (2020), Jiang et al. (2021), Whitehead et al. (2022), and Feng et al. (2024).

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