Named Entity Recognition on EMR Drug name (test)
93.2F1-scoreNER + NR
Evaluation results
| Method | Links | |
|---|---|---|
| NER + NRNoise Removal=Supervised Decision Tree2026.02 | 93.2 | |
| MC DropoutMethod type=Monte Carlo Dropout2026.02 | 91.9 | |
| Temp. ScalingMethod type=Temperature Scaling2026.02 | 91.3 | |
| SoftMax ThresholdingMethod type=Post-processing2026.02 | 90.6 | |
| Base NERArchitecture=BERT-based2026.02 | 89.5 |