Create README.md

README.md

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+converted checkpoint of  [XLM-V](https://dl.fbaipublicfiles.com/fairseq/xlmv/xlmv.base.tar.gz) from fairseq to huggingface 
+
+**Note: please use official checkpoints, if they will be added to transformers** (this repo is for personal usage/experiments)
+
+Citation
+--------
+```
+@misc{https://doi.org/10.48550/arxiv.2301.10472,
+  doi = {10.48550/ARXIV.2301.10472},
+  url = {https://arxiv.org/abs/2301.10472},
+  author = {Liang, Davis and Gonen, Hila and Mao, Yuning and Hou, Rui and Goyal, Naman and Ghazvininejad, Marjan and Zettlemoyer, Luke and Khabsa, Madian},
+  keywords = {Computation and Language (cs.CL), Machine Learning (cs.LG), FOS: Computer and information sciences, FOS: Computer and information sciences},
+  title = {XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models},
+  publisher = {arXiv},
+  year = {2023},
+  copyright = {Creative Commons Attribution Share Alike 4.0 International}
+}
+```