Fine-grained Entity Typing on OntoNotes
60.2AccuracyNFETC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NFETCexplicit hierarchical type structure=true2019.03 | 60.2 | 76.4 | 70.2 | — | |
| LABELGCNaugmented training data=released by Choi et al. (2018), mention-context matching module=false, residual connection in graph convolution layer=true2019.03 | 59.6 | 77.8 | 72.2 | — | |
| Choi et al. (2018)augmented training data=released by Choi et al. (2018)2019.03 | 59.5 | 76.8 | 71.8 | — | |
| LNRexplicit hierarchical type structure=true2019.03 | 57.2 | 71.5 | 66.1 | — | |
| AFETexplicit hierarchical type structure=true2019.03 | 55.1 | 71.1 | 64.7 | — | |
| AttentiveNERexplicit hierarchical type structure=true2019.03 | 51.7 | 71 | 64.9 | — | |
| DZETlearning_setting=generalized zero-shot2020.06 | — | — | — | 42.88 | |
| OTyperlearning_setting=generalized zero-shot2020.06 | — | — | — | 41.72 | |
| ZSL-KGlearning_setting=generalized zero-shot2020.06 | — | — | — | 45.21 |