Constituency Parsing on CTB 5.0 (test)
92.66F1 ScoreBERT + POS + CATSA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT + POS + CATSAEncoder=BERT, Predicted POS tags=true, Span Attention=Categorical2020.10 | 92.66 | 92.83 | 92.5 | |
| MRINI ET AL. (BERT/XLNET + POS)Encoder=BERT/XLNET, POS tags=Predicted, year=20192020.10 | 92.64 | 91.85 | 93.45 | |
| ZEN/XLNET + POS + CATSAEncoder=ZEN/XLNET, Predicted POS tags=true, Span Attention=Categorical2020.10 | 92.52 | 92.61 | 92.42 | |
| BERT + POS + SAEncoder=BERT, Predicted POS tags=true, Span Attention=Normal2020.10 | 92.4 | 92.61 | 92.2 | |
| ZEN/XLNET + POS + SAEncoder=ZEN/XLNET, Predicted POS tags=true, Span Attention=Normal2020.10 | 92.36 | 92.4 | 92.32 | |
| BERT + POSEncoder=BERT, Predicted POS tags=true2020.10 | 92.29 | 92.52 | 92.06 | |
| ZEN/XLNET + POSEncoder=ZEN/XLNET, Predicted POS tags=true2020.10 | 92.26 | 92.37 | 92.16 | |
| ZEN/XLNET + CATSAEncoder=ZEN/XLNET, Span Attention=Categorical2020.10 | 92.24 | 92.5 | 91.98 | |
| BERT + CATSAEncoder=BERT, Span Attention=Categorical2020.10 | 92.2 | 92.25 | 92.14 | |
| ZHOU AND ZHAO (BERT)Encoder=BERT, year=20192020.10 | 92.18 | 92.03 | 92.33 | |
| ZEN/XLNET + SAEncoder=ZEN/XLNET, Span Attention=Normal2020.10 | 92.18 | 92.34 | 92.02 | |
| BERT + SAEncoder=BERT, Span Attention=Normal2020.10 | 92.17 | 92.31 | 92.03 | |
| FRIED ET AL. (BERT)Encoder=BERT, year=20192020.10 | 92.14 | — | — | |
| ZEN/XLNETEncoder=ZEN/XLNET2020.10 | 92.13 | 92.2 | 92.05 | |
| BERTEncoder=BERT2020.10 | 92.07 | 92.16 | 91.98 | |
| KITAEV ET AL. (BERT)Encoder=BERT, year=20192020.10 | 91.75 | 91.96 | 91.55 | |
| BNPcitation=KITAEV AND KLEIN, 20182020.10 | 91.68 | 91.83 | 91.53 | |
| TENG AND ZHANGyear=20182020.10 | 87.3 | 88 | 86.6 | |
| SHEN ET AL.year=20182020.10 | 86.5 | 86.6 | 86.4 |