Create README.md

README.md

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+---
+license: apache-2.0
+language:
+- zh
+---
+# Chinese MentalBERT, a pre-trained language model specifically designed for mental tasks.
+
+In this study, we employ a domain-adaptive pretraining model, and introduce a novel lexicon guided masking machanism strategy based on the Chinese depression lexicon.
+
+## How to use
+
+```bash
+from transformers import BertTokenizer, BertForMaskedLM
+
+tokenizer = BertTokenizer.from_pretrained('zwzzz/Chinese-MentalBERT')
+
+model = BertForMaskedLM.from_pretrained('zwzzz/Chinese-MentalBERT')
+```
+
+## Citation
+
+If you find the technical report or resource is useful, please cite the following technical report in your paper.
+
+Article address：[https://arxiv.org/pdf/2402.09151.pdf](https://arxiv.org/pdf/2402.09151.pdf)
+```bash
+
+
+@misc
+
+{zhai2024chinese,
+title={Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis},
+author={Wei Zhai and Hongzhi Qi and Qing Zhao and Jianqiang Li and Ziqi Wang and Han Wang and Bing Xiang Yang and Guanghui Fu},
+year={2024},
+eprint={2402.09151},
+archivePrefix={arXiv},
+primaryClass={cs.CL}
+}
+```