The authors release a structured dataset and knowledge graph extracted from WHO outbreak reports by an LLM ensemble, with benchmark F1 scores between 0.66 and 0.96 for four of five extracted fields.
The Joint Research Centre (JRC) of the European Commission (2024)
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An Epidemiological Knowledge Graph extracted from the World Health Organization's Disease Outbreak News
The authors release a structured dataset and knowledge graph extracted from WHO outbreak reports by an LLM ensemble, with benchmark F1 scores between 0.66 and 0.96 for four of five extracted fields.