Andrew McCallum
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126
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NLP×1AI×1
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2026
Hallucination Detection-Guided Preference Optimization for Clinical Summarization
The paper introduces two methods, ermodel and ermodel, to significantly reduce hallucinations in clinical summarization by using hallucination detectors to guide iterative revisions and subsequently fine-tuning models on these corrected trajectories.
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