Part-of-Speech Tagging on CTB6
96.57F1 ScoreBERT+DSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT+DSCBackbone=BERT, Loss Function=Self-adjusting Dice Loss (DSC)2019.11 | 96.57 | 96.29 | 96.85 | |
| BERT+FLBackbone=BERT, Loss Function=Focal Loss2019.11 | 95.44 | 95.8 | 95.08 | |
| Glyce+BERTglyph_augmented=true2019.01 | 95.41 | 95.56 | 95.26 | |
| BERT+DLBackbone=BERT, Loss Function=Dice Loss2019.11 | 95.09 | 94.08 | 96.12 | |
| BERT2019.01 | 94.77 | 94.91 | 94.63 | |
| BERT-TaggerBackbone=BERT2019.11 | 94.77 | 94.91 | 94.63 | |
| Glyce+Lattice-LSTMglyph_augmented=true2019.01 | 91.92 | 92.72 | 91.14 | |
| Lattice-LSTM2019.01 | 91.43 | 92 | 90.86 | |
| Lattice-LSTM2019.11 | 91.43 | 92 | 90.86 | |
| Shao et al. (Sig)variant=Single Model2019.01 | 90.81 | — | — | |
| Joint-POS(Sig)2019.11 | 90.81 | — | — |