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LLM verifiability

topic1 events
papersTODAY 04:00 UTC

Claim-Level Evaluation of Verbatim Citations in Clinical Question Answering

A new arXiv paper addresses the problem that citations attached to LLM answers in clinical question answering usually reference whole documents, which makes verification slow for busy clinicians. The authors propose an evaluation approach that works at the level of individual claims, requiring verbatim citation support that can be checked directly. The stated goal is to make system outputs verifiable by construction rather than by trust.

clinical-qa/citations/llm-evaluation/healthcare