04:00
2026-07-08
arxiv.org
large-language-models
SpanUQ: Span-Level Uncertainty Quantification for Large Language Model Generation
Researchers introduced SPANUQ, a lightweight probe for span-level uncertainty quantification in large language models, achieving 10-20x faster inference than sampling-based methods while outperforming…