LLM-IE packages LLM-based information extraction with an interactive prompt-editing agent, and benchmarks show the SentenceFrameExtractor performs best on i2b2/n2c2 NER and attribute tasks.
Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction
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LLM-IE: A Python Package for Generative Information Extraction with Large Language Models
LLM-IE packages LLM-based information extraction with an interactive prompt-editing agent, and benchmarks show the SentenceFrameExtractor performs best on i2b2/n2c2 NER and attribute tasks.