Incorporating domain-specific knowledge and introducing a 'not sure' category as an answer option improves precision and F1 scores by up to 38% relative to baselines in medical hallucination detection.

Authors

• Person: Shrey Pandit, Jiawei Xu, Junyuan Hong, Zhangyang Wang, Tianlong Chen, Kaidi Xu, Ying Ding Organization: ACL Anthology
  A Comprehensive Benchmark for Detecting Medical Hallucinations ...

Sources

• A Comprehensive Benchmark for Detecting Medical Hallucinations ... aclanthology.org Shrey Pandit, Jiawei Xu, Junyuan Hong, Zhangyang Wang, Tianlong Chen, Kaidi Xu, Ying Ding · ACL Anthology via serper

Referenced by nodes (2)

• medical hallucination concept
• Domain-Specific Knowledge concept