Part-of-Speech Tagging on UD 1.4
96.33PrecisionBERT+FL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT+FLBackbone=BERT, Loss Function=Focal Loss2019.11 | 96.33 | 95.85 | 96.81 | |
| BERT+DSCBackbone=BERT, Loss Function=Self-adjusting Dice Loss (DSC)2019.11 | 96.24 | 97.73 | 96.98 | |
| BERT+DLBackbone=BERT, Loss Function=Dice Loss2019.11 | 96.1 | 97.79 | 96.94 | |
| BERT-TaggerBackbone=BERT2019.11 | 95.42 | 94.17 | 94.79 | |
| Lattice-LSTM2019.11 | 90.47 | 89.7 | 90.09 | |
| Joint-POS(Ens)2019.11 | 89.67 | 89.86 | 89.75 | |
| Joint-POS(Sig)2019.11 | 89.28 | 89.54 | 89.41 |