The method for constructing counterfactual question-answer pairs involves: (1) Leveraging GPT-4’s in-context learning capabilities to generate pairs without using image information by incorporating original questions and correct answers into instructions; (2) Reviewing and verifying the generated pairs by human annotators to ensure accuracy.

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• Person: Not available Organization: arXiv
  Detecting and Evaluating Medical Hallucinations in Large Vision ...

Sources

• Detecting and Evaluating Medical Hallucinations in Large Vision ... arxiv.org arXiv via serper

Referenced by nodes (1)

• In-Context Learning concept