From Attribution to Abstention: Training-Free Attention-Based Auditing for Clinical Summarization
arXiv:2601.16397v2 Announce Type: replace
Abstract: 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 wh…