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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