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A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.

Neeraj VarshneyWenlin YaoHongming ZhangJianshu ChenDong Yu
Published in: CoRR (2023)
Keyphrases
  • generation process
  • confidence level
  • automatic detection
  • high levels
  • generation algorithm
  • confidence measure
  • neural network
  • decision making
  • hidden markov models
  • field of view