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Table 15 Comparison of HYPHEN against baselines on the normalisation of chemicals in the BioCreative V CDR corpus

From: Annotation and detection of drug effects in text for pharmacovigilance

Method Precision (%) Recall (%) F-score (%)
Dictionary lookup 98.07 78.78 87.36
UMLS Norm 96.11 82.82 88.97
HYPHEN 96.64 95.91 96.27