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Table 2 Accuracy of normalization methods for the Alzheimer/dementia gold standard and CRAFT

From: Chemical entity normalization for successful translational development of Alzheimer’s disease and dementia therapeutics

Method

Gold Standard

CRAFT

Baseline: Gilda

0.869

0.784

Baseline: REEL

0.789

0.763

Dictionary-Based Method

0.87

0.886

PubMedBERT

0.942

0.91

PubMedBERT+CHEBI

0.936

0.912

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Journal of Biomedical Semantics

ISSN: 2041-1480