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span-detection

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SpanUQ (Span-Level Uncertainty Quantification for LLM Generation) is a lightweight probe that estimates uncertainty at the span level — semantically coherent text segments each conveying a single assessable unit of meaning. It distills uncertainty knowledge from expensive multi-sample inference into a single forward pass over LLM hidden states.

  • Updated Jul 10, 2026
  • Python

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