Relation Extraction on MATRES
0.803F1 ScoreSyntax-guided Graph Transformer
Evaluation results
| Method | Links | |
|---|---|---|
| Syntax-guided Graph TransformerPre-trained Model=BERT Large, Gold event mentions as input=true2021.04 | 0.803 | |
| Syntax-guided Graph TransformerPre-trained Model=BERT Base, Gold event mentions as input=true2021.04 | 0.793 | |
| DEERPre-trained Model=RoBERTa Large, Gold event mentions as input=true2021.04 | 0.793 | |
| HMHD20Pre-trained Model=RoBERTa Large, Gold event mentions as input=true2021.04 | 0.788 | |
| HNP19Pre-trained Model=BERT Base, Gold event mentions as input=true2021.04 | 0.755 | |
| LSTMPre-trained Model=BERT Base, Gold event mentions as input=true2021.04 | 0.734 | |
| CogCompTime2.0Pre-trained Model=BERT Base, Gold event mentions as input=true2021.04 | 0.714 | |
| Syntax-guided Graph TransformerPre-trained Model=BERT Base2021.04 | 0.623 | |
| HNP19Pre-trained Model=BERT Base2021.04 | 0.596 | |
| CogCompTime2.0Pre-trained Model=BERT Base2021.04 | 0.528 |