diff --git a/english/semantic_role_labeling.md b/english/semantic_role_labeling.md index 4170fd92..062fd404 100644 --- a/english/semantic_role_labeling.md +++ b/english/semantic_role_labeling.md @@ -14,12 +14,25 @@ Example: Models are typically evaluated on the [OntoNotes benchmark](http://www.aclweb.org/anthology/W13-3516) based on F1. -| Model | F1 | Paper / Source | -| ------------- | :-----:| --- | +| Model | F1 | Paper / Source | Code | +| ------------- | :-----:| --- | --- | +| Tian et al., (2022) + XLNet | 87.67 | [Syntax-driven Approach for Semantic Role Labeling](https://aclanthology.org/2022.lrec-1.772/) | [Official](https://github.com/synlp/SRL-MM) | | He et al., (2018) + ELMO | 85.5 | [Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling](http://aclweb.org/anthology/P18-2058) | | (He et al., 2017) + ELMo (Peters et al., 2018) | 84.6 | [Deep contextualized word representations](https://arxiv.org/abs/1802.05365) | | Tan et al. (2018) | 82.7 | [Deep Semantic Role Labeling with Self-Attention](https://arxiv.org/abs/1712.01586) | | He et al. (2018) | 82.1 | [Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling](http://aclweb.org/anthology/P18-2058) | | He et al. (2017) | 81.7 | [Deep Semantic Role Labeling: What Works and What’s Next](http://aclweb.org/anthology/P17-1044) | +### CoNLL-2005 + +Models are typically evaluated on the [CoNLL-2005 dataset](https://www.cs.upc.edu/~srlconll/soft.html) based on F1. + +| Model | F1 | Paper / Source | Code | +| ------------- | :-----:| --- | --- | +| Tian et al., (2022) + XLNet | 89.80 | [Syntax-driven Approach for Semantic Role Labeling](https://aclanthology.org/2022.lrec-1.772/) | [Official](https://github.com/synlp/SRL-MM) | +| He et al., (2018) + ELMO | 87.4 | [Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling](http://aclweb.org/anthology/P18-2058) | +| He et al. (2018) | 83.9 | [Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling](http://aclweb.org/anthology/P18-2058) | +| Tan et al. (2018) | 82.9 | [Deep Semantic Role Labeling with Self-Attention](https://arxiv.org/abs/1712.01586) | +| He et al. (2017) | 81.5 | [Deep Semantic Role Labeling: What Works and What’s Next](http://aclweb.org/anthology/P17-1044) | + [Go back to the README](../README.md)