Prompt formatting, feature selection, and in-context example choice significantly affect LLM performance on EHR table extraction and retrieval, with query-based demonstrations helping extraction.
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Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval
Prompt formatting, feature selection, and in-context example choice significantly affect LLM performance on EHR table extraction and retrieval, with query-based demonstrations helping extraction.