An LLM generator-verifier refinement loop improves temporal ordering of symptoms in single-report vaccine narratives, evaluated on a new 5,347-report benchmark.
Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007) , year =
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CRAFT: LLM-Based Iterative Refinement for Temporal Reasoning over Clinical Narratives
An LLM generator-verifier refinement loop improves temporal ordering of symptoms in single-report vaccine narratives, evaluated on a new 5,347-report benchmark.