Knowledge Graph Construction on ConceptNet
92AccuracyCOMET
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COMETParadigm=KG Completion, Size (tuples)=6.7K, #Relations=202022.06 | 92 | 35.5 | |
| RobertaNetParadigm=Ours, Size (tuples)=6.7K, #Relations=202022.06 | 88 | 64.4 | |
| WebChildParadigm=Text Mining, Size (tuples)=4.6M, #Relations=202022.06 | 82 | — | |
| RobertaNetParadigm=Ours, Size (tuples)=24.3K, #Relations=202022.06 | 81.6 | 68.8 | |
| ASCENTParadigm=Text Mining, Size (tuples)=8.6M2022.06 | 79.2 | — | |
| COMETParadigm=KG Completion, Size (tuples)=230K, #Relations=202022.06 | 66.6 | 72.4 | |
| TransOMCSParadigm=Text Mining, Size (tuples)=18.4M, #Relations=202022.06 | 56 | 98.3 | |
| RobertaNetParadigm=Ours, Size (tuples)=230K, #Relations=202022.06 | 55 | 87 |