Detect hallucinations in LLM outputs

Details

• What is the problem you're trying to solve?
  • detect hallucinations in LLM outputs
• What tasks or workflows would be enabled by having support for your
  proposed feature in cleanlab?
  • selective classification, classification with abstention, and more in general a way to "trust" your LLM output
• Can you share code snippets or pseudocode describing uses of your feature?
  • I don't have code, but there are a few GitHub repositories implementing hallucination detection models, such as https://github.com/oneal2000/MIND
• Can you share any datasets that can help us assess the usefulness of the
  proposed feature?
  • https://github.com/oneal2000/MIND/tree/main/helm