Open Information Extraction on LSOIE sci (test)
60.51F1 ScoreSMiLe-OIE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SMiLe-OIEGraph Type=Dependency & Constituency2022.12 | 60.51 | 57.22 | |
| BERT + Dep-GCN → Const-GCNGraph Type=Dependency & Constituency, Aggregation=Sequential (Dep to Const)2022.12 | 59.53 | 55.92 | |
| BERT + Dep-GCN ⊕ Const-GCNGraph Type=Dependency & Constituency, Aggregation=Parallel2022.12 | 59.23 | 56.47 | |
| BERT + Const-GCN → Dep-GCNGraph Type=Dependency & Constituency, Aggregation=Sequential (Const to Dep)2022.12 | 58.81 | 56.04 | |
| IMOJIEGraph Type=None2022.12 | 58.75 | 55.81 | |
| BERT + Const-GCNGraph Type=Constituency2022.12 | 58.67 | 55.76 | |
| BERT + Dep-GCNGraph Type=Dependency2022.12 | 58.14 | 55.32 | |
| BERTGraph Type=None2022.12 | 57.02 | 53.23 | |
| CIGL-OIE + IGL-CAGraph Type=None2022.12 | 56.62 | 52.37 | |
| GloVe + bi-LSTM + CRFGraph Type=None2022.12 | 50.85 | 46.23 | |
| GloVe + bi-LSTMGraph Type=None2022.12 | 50.51 | 45.95 | |
| CopyAttentionGraph Type=None2022.12 | 48.82 | 46.84 |