AI RESEARCH
From Attribution to Abstention: Training-Free Attention-Based Auditing for Clinical Summarization
arXiv CS.CL
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ArXi:2601.16397v2 Announce Type: replace Deploying multimodal large language models (MLLMs) for clinical summarization demands not only fluent generation but also transparency about where each statement originates-and a mechanism to flag when statements lack evidential. We present ClinTrace, a