Training data issues, exposure bias, knowledge gaps, and generation pressure are recognized phenomena contributing to large language model hallucinations, but quantifying their individual contributions to specific hallucinations is difficult.

Authors

• Person: M. Brenndoerfer Organization: mbrenndoerfer.com
  Hallucination Causes: Why Language Models Fabricate Facts

Sources

• Hallucination Causes: Why Language Models Fabricate Facts mbrenndoerfer.com M. Brenndoerfer · mbrenndoerfer.com via serper

Referenced by nodes (3)

• large language model hallucination concept
• exposure bias concept
• knowledge gaps concept