Open Information Extraction on LSOIE wiki (test)
51.73F1 ScoreSMiLe-OIE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SMiLe-OIEGraph Type=Dependency & Constituency2022.12 | 51.73 | 50.88 | |
| BERT + Dep-GCN → Const-GCNGraph Type=Dependency & Constituency, Aggregation=Sequential (Dep to Const)2022.12 | 50.21 | 49.28 | |
| BERT + Dep-GCN ⊕ Const-GCNGraph Type=Dependency & Constituency, Aggregation=Parallel2022.12 | 49.89 | 49.15 | |
| BERT + Const-GCNGraph Type=Constituency2022.12 | 49.74 | 48.55 | |
| BERT + Const-GCN → Dep-GCNGraph Type=Dependency & Constituency, Aggregation=Sequential (Const to Dep)2022.12 | 49.71 | 48.8 | |
| IMOJIEGraph Type=None2022.12 | 49.24 | 47.55 | |
| BERT + Dep-GCNGraph Type=Dependency2022.12 | 48.71 | 47.87 | |
| BERTGraph Type=None2022.12 | 47.54 | 44.71 | |
| CIGL-OIE + IGL-CAGraph Type=None2022.12 | 44.75 | 41.98 | |
| GloVe + bi-LSTM + CRFGraph Type=None2022.12 | 44.48 | 38.72 | |
| GloVe + bi-LSTMGraph Type=None2022.12 | 43.9 | 38.04 | |
| CopyAttentionGraph Type=None2022.12 | 39.52 | 35.99 |