Trigger Classification on MAVEN-ERE (val)
78.82PrecisionSPEECH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPEECHenergy function=enabled2023.05 | 78.82 | 79.37 | 79.09 | |
| SPEECHenergy function=disabled2023.05 | 76.12 | 76.66 | 76.38 | |
| SPEECHenergy modeling=enabled2023.05 | 72.91 | 72.81 | 72.86 | |
| SPEECHenergy modeling=disabled2023.05 | 71.22 | 71.07 | 71.12 | |
| TANL2023.05 | 68.73 | 65.65 | 67.15 | |
| TANLtype=generative ED model2023.05 | 68.66 | 63.79 | 66.13 | |
| OntoED2023.05 | 67.82 | 67.72 | 67.77 | |
| CorED-BERTimplementation=official implementation2023.05 | 67.62 | 69.49 | 68.49 | |
| MLBiNetimplementation=official implementation2023.05 | 63.5 | 63.8 | 63.6 | |
| HPN2023.05 | 62.8 | 62.62 | 62.71 | |
| BERT-CRFimplementation=code referred to Wang et al. (2020b)2023.05 | 62.79 | 70.51 | 65.73 | |
| DMCNN2023.05 | 61.74 | 63.11 | 62.42 | |
| BiLSTM-CRFimplementation=code referred to Wang et al. (2020b)2023.05 | 61.3 | 64.95 | 63.06 | |
| TEXT2EVENT2023.05 | 61.14 | 65.93 | 63.44 | |
| DMCNNimplementation=official implementation2023.05 | 60.09 | 60.34 | 60.21 | |
| TEXT2EVENTtype=generative ED model2023.05 | 59.91 | 64.62 | 62.16 | |
| DMBERT2023.05 | 59.45 | 77.77 | 67.39 | |
| DMBERTimplementation=official implementation2023.05 | 56.79 | 76.24 | 65.09 |