Part-of-Speech Tagging on English WSJ
99.38F1 ScoreBERT-Tagger+DSC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BERT-Tagger+DSCBackbone=BERT, Loss Function=DSC2019.11 | 99.38 | 99.41 | 98.93 | |
| BERT-Tagger+DLBackbone=BERT, Loss Function=Dice Loss2019.11 | 98.91 | 99.34 | 98.22 | |
| BERT-Tagger+FLBackbone=BERT, Loss Function=Focal Loss2019.11 | 98.88 | 98.36 | 98.97 | |
| BERT-TaggerBackbone=BERT2019.11 | 98.86 | 99.21 | 98.36 | |
| Meta BiLSTMBackbone=Meta BiLSTM2019.11 | 98.23 | — | — |