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+ ---
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+ language:
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+ - ru
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+
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+ tags:
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+ - toxic comments classification
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+
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+ licenses:
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+ - cc-by-nc-sa
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+ ---
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+
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+ ## General concept of the model
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+
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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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+
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+ ## Licensing Information
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+
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+ [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
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+
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+ [![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]
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+
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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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+
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+ ## Citation
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+
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+ If you find this repository helpful, feel free to cite our publication:
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+
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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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+ ```