Retrieval-augmented generation reduces hallucination for tail entities by providing factual grounding in the model's context window, allowing the model to utilize its in-context reasoning ability even when its parametric knowledge of the entity is weak.

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 (2)

• Large Language Models concept
• Retrieval-Augmented Generation (RAG) concept