Update dependency_parsing.md (#629)

english/dependency_parsing.md

@@ -29,6 +29,7 @@ are excluded from the evaluation. Evaluation metrics are unlabeled attachment sc
 | Model | POS | UAS | LAS | Paper / Source | Code |
 | ---------------------------------------------------------------------------- | :---: | :---: | :---: | --------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
 | Label Attention Layer + HPSG + XLNet (Mrini et al., 2019) | 97.3 | 97.42 | 96.26 | [Rethinking Self-Attention: Towards Interpretability for Neural Parsing](https://khalilmrini.github.io/Label_Attention_Layer.pdf) | [Official](https://github.com/KhalilMrini/LAL-Parser) |
+| Pre-training + XLNet (Tian et al. 2022) | - | 97.30 | 95.92 | [Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing](https://aclanthology.org/2022.coling-1.483/) | [Official](https://github.com/synlp/DMPar) |
 | ACE + fine-tune (Wang et al., 2020) | - | 97.20 | 95.80 | [Automated Concatenation of Embeddings for Structured Prediction](https://arxiv.org/pdf/2010.05006.pdf) | [Official](https://github.com/Alibaba-NLP/ACE)|
 | HPSG Parser (Joint) + XLNet (Zhou et al, 2020) | 97.3 | 97.20 | 95.72 | [Head-Driven Phrase Structure Grammar Parsing on Penn Treebank](https://www.aclweb.org/anthology/2020.findings-emnlp.398.pdf) | [Official](https://github.com/DoodleJZ/HPSG-Neural-Parser) |
 | Second-Order MFVI + BERT (Wang et al., 2020) | - | 96.91 | 95.34 | [Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training](https://arxiv.org/pdf/2010.05003.pdf) | [Official](https://github.com/wangxinyu0922/Second_Order_Parsing)|