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README.md

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 license: mit
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+
+# Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators
+
+This model card contains the AMOS model (**base++** version) proposed in [this paper](). The official GitHub repository can be found [here](https://github.com/microsoft/AMOS).
+
+# Citation
+If you find this model card useful for your research, please cite the following paper:
+```
+@inproceedings{meng2022amos,
+  title={Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators},
+  author={Meng, Yu and Xiong, Chenyan and Bajaj, Payal and Tiwary, Saurabh and Bennett, Paul and Han, Jiawei and Song, Xia},
+  booktitle={ICLR},
+  year={2022}
+}
+```