Upload README.md

README.md

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-license: apache-2.0
+language: 
+- zh
+license: "apache-2.0"
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+
+## A Chinese MRC model built on Chinese PERT-large
+
+**Please use `BertForQuestionAnswering` to load this model!**
+
+This is a Chinese machine reading comprehension (MRC) model built on PERT-large and fine-tuned on a mixture of Chinese MRC datasets.
+
+PERT is a pre-trained model based on permuted language model (PerLM) to learn text semantic information in a self-supervised manner without introducing the mask tokens [MASK]. It yields competitive results on in tasks such as reading comprehension and sequence labeling.
+
+Results on Chinese MRC datasets (EM/F1):
+
+|           | CMRC 2018 Dev | DRCD Dev  | SQuAD-Zen Dev (Answerable) |    AVG    |
+| :-------: | :-----------: | :-------: | :------------------------: | :-------: |
+| PERT-large |   73.5/90.8   | 91.2/95.7 |         63.0/79.3          | 75.9/88.6 |
+
+Please visit our GitHub repo for more information: https://github.com/ymcui/PERT
+
+You may also be interested in,
+
+Chinese Minority Languages CINO: https://github.com/ymcui/Chinese-Minority-PLM
+Chinese MacBERT: https://github.com/ymcui/MacBERT  
+Chinese BERT series: https://github.com/ymcui/Chinese-BERT-wwm  
+Chinese ELECTRA: https://github.com/ymcui/Chinese-ELECTRA  
+Chinese XLNet: https://github.com/ymcui/Chinese-XLNet  
+Knowledge Distillation Toolkit - TextBrewer: https://github.com/airaria/TextBrewer  
+
+More resources by HFL: https://github.com/ymcui/HFL-Anthology