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cs.LG 1

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2026 1

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LLMs Should Express Uncertainty Explicitly

cs.LG · 2026-04-07 · unverdicted · novelty 6.0 · 2 refs

Training LLMs to verbalize uncertainty explicitly at the end or during reasoning reduces overconfident errors and improves answer quality on factual tasks while enabling RAG triggers.

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  • LLMs Should Express Uncertainty Explicitly cs.LG · 2026-04-07 · unverdicted · none · ref 16 · 2 links

    Training LLMs to verbalize uncertainty explicitly at the end or during reasoning reduces overconfident errors and improves answer quality on factual tasks while enabling RAG triggers.