Part-of-Speech Tagging on English Tweets
92.58F1 ScoreBERT-Tagger+DSC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BERT-Tagger+DSCBackbone=BERT, Loss Function=DSC2019.11 | 92.58 | 92.87 | 93.54 | |
| BERT-Tagger+DLBackbone=BERT, Loss Function=Dice Loss2019.11 | 92.52 | 91.44 | 92.88 | |
| BERT-Tagger+FLBackbone=BERT, Loss Function=Focal Loss2019.11 | 92.47 | 91.24 | 93.22 | |
| BERT-TaggerBackbone=BERT2019.11 | 92.34 | 92.33 | 91.98 | |
| FastText+CNN+CRFBackbone=FastText+CNN+CRF2019.11 | 91.78 | — | — |