Benchmarks for large language models that test only high-frequency factual questions fail to reveal tail entity hallucination, and benchmarks that test only short responses fail to reveal exposure bias accumulation.

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 Models concept
• exposure bias concept
• benchmarks concept