Constituency Parsing on ATB (test)
83.48PrecisionBERT + POS + CATSA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT + POS + CATSAEncoder=BERT, Predicted POS tags=true, Span Attention=Categorical2020.10 | 83.48 | 83.07 | 83.27 | |
| BERT + CATSAEncoder=BERT, Span Attention=Categorical2020.10 | 83.4 | 83.11 | 83.26 | |
| BERT + POS + SAEncoder=BERT, Predicted POS tags=true, Span Attention=Normal2020.10 | 83.36 | 82.8 | 83.08 | |
| BERT + SAEncoder=BERT, Span Attention=Normal2020.10 | 83.25 | 82.85 | 83.05 | |
| BERTEncoder=BERT, Span Attention=None2020.10 | 83.06 | 82.87 | 82.96 | |
| BERT + POSEncoder=BERT, Predicted POS tags=true, Span Attention=None2020.10 | 82.98 | 82.97 | 82.97 | |
| GREEN AND MANNINGyear=20102020.10 | 78.92 | 77.72 | 78.32 | |
| BNPcitation=KITAEV AND KLEIN, 20182020.10 | 72.84 | 76.59 | 74.67 | |
| SCTcitation=MANNING ET AL., 20142020.10 | 68.33 | 71.78 | 70.02 |