Create README.md
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README.md
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---
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language:
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- ru
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tags:
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- toxic comments classification
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licenses:
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- cc-by-nc-sa
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---
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## General concept of the model
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This model is trained on the dataset of sensitive topics of the Russian language. The concept of sensitive topics 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). The properties of the dataset is the same as the one described in the article, the only difference is the size.
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## Licensing Information
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[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
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[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]
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[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/
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[cc-by-nc-sa-image]: https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png
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## Citation
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If you find this repository helpful, feel free to cite our publication:
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```
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@inproceedings{babakov-etal-2021-bsnlp,
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title = "Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company's Reputation",
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author = "Babakov, Nikolay and Logacheva, Varvara and Kozlova, Olga and Semenov, Nikita and Panchenko, Alexander",
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booktitle = "To appear in the Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing",
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month = April,
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year = "2021",
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address = "Kyiv, Ukraine"
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}
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```
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