Faithfulness metric fusion: Improving the evaluation of LLM trustworthiness across domains

Documenti analoghi

• A review of faithfulness metrics for hallucination assessment in Large Language Models
  di: Malin, Ben, et al.
  Pubblicazione: (2024)
• Incorporating Attribution Importance for Improving Faithfulness Metrics
  di: Zhao, Zhixue, et al.
  Pubblicazione: (2023)
• Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models
  di: Zhao, Zhixue, et al.
  Pubblicazione: (2024)
• Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards
  di: Tamber, Manveer Singh, et al.
  Pubblicazione: (2025)
• Faithfulness Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance
  di: Alon, Bar, et al.
  Pubblicazione: (2026)