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DATASET

AI-Generated Causal Drug Reviews Knowledge Graph

Collection: ETOHA-OPEN : ETOHA-OPEN - Emerging Health Threats and the One Health Approach 

Description

This dataset contains a knowledge graph of causal relations (CausalDrugsKG) obtained by deploying a fine-tuned Large Language Model (https://huggingface.co/unica/CLiMA) over a public dataset of drug reviews (https://archive.ics.uci.edu/dataset/461/drug+review+dataset+druglib+com)

Contact

Email
Sergio.CONSOLI (at) ec.europa.eu

Contributors

How to cite

European Commission, Joint Research Centre (JRC) (2025): AI-Generated Causal Drug Reviews Knowledge Graph. European Commission, Joint Research Centre (JRC) [Dataset] PID: http://data.europa.eu/89h/acebeb4e-9789-4b5c-97ec-292ce14e75d0

Keywords

Causality Clinical NLP Instruction fine-tuning Large Language Models Relation Extraction

Data access

CausalDrugsKG.ttl
Use conditions
European Commission reuse notice 
Access conditions
No limitations 
URL 
CausalDrugsKG.rdf
Use conditions
European Commission reuse notice 
Access conditions
No limitations 
Download 

Additional information

Published by
European Commission, Joint Research Centre
Created date
2025-03-07
Modified date
2025-03-13
Issued date
2025-03-07
Landing page
https://huggingface.co/unica/CLiMA 
Data theme(s)
Health, Science and technology
Update frequency
irregular
Identifier
http://data.europa.eu/89h/acebeb4e-9789-4b5c-97ec-292ce14e75d0
Popularity