Event Extraction on BioNLP GENIA 2011 (test)
56.11RecallGEANet-SciBERT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GEANet-SciBERTBackbone=SciBERT, Graph Representation=Hierarchical KG2020.09 | 56.11 | 64.61 | 60.06 | — | — | |
| SciBERT-FTBackbone=SciBERT, fine-tuned=true, External Knowledge=false2020.09 | 53.89 | 63.97 | 58.5 | — | — | |
| KB-driven T-LSTMArchitecture=Tree-LSTM, External Knowledge=true2020.09 | 52.14 | 67.01 | 58.65 | — | — | |
| TEES CNNArchitecture=Convolutional Neural Network2020.09 | 49.94 | 69.45 | 58.1 | — | — | |
| TEESArchitecture=SVM-based2020.09 | 49.56 | 57.65 | 53.3 | — | — | |
| Stacked Gen.Architecture=SVM-based2020.09 | 48.96 | 66.46 | 56.38 | — | — |