Update README.md

README.md

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 ## General concept of the model
 
-This model is trained on the dataset of inappropriate messages of the Russian language. The concept of inappropriateness is described [in this article ](https://arxiv.org/abs/2103.05345) presented at the workshop for Balto-Slavic NLP at the EACL-2021 conference. Please note that this article describes the first version of the dataset, while the model is trained on the extended version of the dataset open-sourced on our [GitHub](https://github.com/skoltech-nlp/inappropriate-sensitive-topics/blob/main/Version2/appropriateness/Appropriateness.csv) or on [kaggle](https://www.kaggle.com/nigula/russianinappropriatemessages). The properties of the dataset is the same as the one described in the article, the only difference is the size.
+This model is trained on the dataset of inappropriate messages of the Russian language. The concept of inappropriateness is described [in this article ](https://www.aclweb.org/anthology/2021.bsnlp-1.4/) presented at the workshop for Balto-Slavic NLP at the EACL-2021 conference. Please note that this article describes the first version of the dataset, while the model is trained on the extended version of the dataset open-sourced on our [GitHub](https://github.com/skoltech-nlp/inappropriate-sensitive-topics/blob/main/Version2/appropriateness/Appropriateness.csv) or on [kaggle](https://www.kaggle.com/nigula/russianinappropriatemessages). The properties of the dataset is the same as the one described in the article, the only difference is the size.
 
 The model was trained, validated and tested only on the samples with 100% confidence, which allowed to get the following metrics on test set: