(2025b) identified three types of uncertainty in Large Language Models: document scarcity, limited capability, and query ambiguity, noting that current models struggle to identify the root cause of these uncertainties, which contributes to hallucination.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (2)

• Large Language Models concept
• hallucination concept