Implicit Event Relation Extraction on IERE 1.0 (test)
0.5586AccuracyMKPNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MKPNetDiscourse Knowledge=true, Semantic Adaptor (SA)=true, Coarse Category Adaptor (CA)=true, Knowledge Projection (KP)=true, Backbone=BERT-base2021.06 | 0.5586 | 0.5536 | |
| MKPNet w/o SADiscourse Knowledge=true, Semantic Adaptor (SA)=false, Coarse Category Adaptor (CA)=true, Knowledge Projection (KP)=true, Backbone=BERT-base2021.06 | 0.5529 | 0.5492 | |
| MKPNet w/o CADiscourse Knowledge=true, Semantic Adaptor (SA)=true, Coarse Category Adaptor (CA)=false, Knowledge Projection (KP)=true, Backbone=BERT-base2021.06 | 0.5514 | 0.5442 | |
| MKPNet w/o SA & CADiscourse Knowledge=true, Semantic Adaptor (SA)=false, Coarse Category Adaptor (CA)=false, Knowledge Projection (KP)=true, Backbone=BERT-base2021.06 | 0.5479 | 0.539 | |
| BERT-TransferDiscourse Knowledge=true, Backbone=BERT-base2021.06 | 0.5429 | 0.5344 | |
| MKPNet w/o KPDiscourse Knowledge=false, Knowledge Projection=false, Backbone=BERT-base2021.06 | 0.5394 | 0.5352 | |
| BERT-CLSDiscourse Knowledge=false, Backbone=BERT-base2021.06 | 0.53 | 0.5224 |