Create README.md

README.md

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+---
+license: mit
+---
+
+# XDoc
+## Introduction
+
+XDoc is a unified pre-trained model that deals with different document formats in a single model. With only 36.7% parameters, XDoc achieves comparable or better performance on downstream tasks, which is cost-effective for real-world deployment.
+
+[XDoc: Unified Pre-training for Cross-Format Document Understanding](https://arxiv.org/abs/2210.02849)
+Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei, [EMNLP 2022](#)
+
+## Citation
+
+If you find XDoc helpful, please cite us:
+```
+@article{chen2022xdoc,
+  title={XDoc: Unified Pre-training for Cross-Format Document Understanding},
+  author={Chen, Jingye and Lv, Tengchao and Cui, Lei and Zhang, Cha and Wei, Furu},
+  journal={arXiv preprint arXiv:2210.02849},
+  year={2022}
+}
+```