Hallucination Detection-Guided Preference Optimization for Clinical Summarization

Shamanth Kuthpadi Seethakantha, Dung Ngoc Thai, Vara Prasad Gudi +6

Large language models (LLMs) have shown promise on summarization tasks, but they often produce hallucinations, which are unsupported or incorrect statements that limit their reliab…