Update semantic_role_labeling.md (#628)

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)