Dependency-based Semantic Role Labeling on CoNLL 2009 (In-domain)
92.4PrecisionBERT-LSTM-large
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT-LSTM-largeArchitecture=Single2019.04 | 92.4 | 92.3 | 92.4 | |
| BERT-LSTM-baseArchitecture=Single2019.04 | 92.1 | 91.9 | 92 | |
| Marcheggiani and Titov (2017)Architecture=Ensemble2019.04 | 90.5 | 87.7 | 89.1 | |
| Li et al. (2018)Architecture=Single2019.04 | 90.3 | 89.3 | 89.8 | |
| Roth and Lapata (2016)Architecture=Ensemble2019.04 | 90.3 | 85.7 | 87.9 | |
| He et al. (2018b)Architecture=Single2019.04 | 89.7 | 89.3 | 89.5 | |
| Li et al. (2019)Architecture=Single2019.04 | 89.6 | 91.2 | 90.4 |