Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation

Documenti analoghi

• Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
  di: Fadeeva, Ekaterina, et al.
  Pubblicazione: (2025)
• Adaptive Conformal Prediction for Improving Factuality of Generations by Large Language Models
  di: Rubashevskii, Aleksandr, et al.
  Pubblicazione: (2026)
• Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
  di: Fadeeva, Ekaterina, et al.
  Pubblicazione: (2024)
• Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency
  di: Vashurin, Roman, et al.
  Pubblicazione: (2025)
• Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs
  di: Vazhentsev, Artem, et al.
  Pubblicazione: (2025)