Small BERT models distilled from LLM and ontology labels match the teachers on medication and disease extraction at a fraction of cost, but trail on symptoms.
The Unified Medical Language System (UMLS): integrating biomedical terminology
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Distilling Large Language Models for Efficient Clinical Information Extraction
Small BERT models distilled from LLM and ontology labels match the teachers on medication and disease extraction at a fraction of cost, but trail on symptoms.