Update README.md

README.md

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 # AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages
 - [GitHub Repository of the Paper](https://github.com/bonaventuredossou/MLM_AL)
 
-This repository contains the model for our paper `AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages` which will appear at the Third Simple and Efficient Natural Language Processing, at EMNLP 2022.
+This repository contains the model for our paper [`AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages`](https://arxiv.org/pdf/2211.03263.pdf) which will appear at the Third Simple and Efficient Natural Language Processing, at EMNLP 2022.
 
 ## Our self-active learning framework
 ![Model](afrolm.png)