Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception

Documenti analoghi

• How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception
  di: Ni, Shiyu, et al.
  Pubblicazione: (2025)
• When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation
  di: Ni, Shiyu, et al.
  Pubblicazione: (2024)
• Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence?
  di: Ni, Shiyu, et al.
  Pubblicazione: (2024)
• Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs
  di: Ding, Zhikai, et al.
  Pubblicazione: (2025)
• Injecting External Knowledge into the Reasoning Process Enhances Retrieval-Augmented Generation
  di: Tang, Minghao, et al.
  Pubblicazione: (2025)