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  **Multilingual Text Detoxification with Parallel Data**
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- We solve multilingual toxic texts detection and detoxification for various languages:
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  English, Spanish, German, French, Italian, Chinese, Japanese, Arabic, Hebrew, Hindi, Ukrainian, Russian, Tatar, Amharic.
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- **[2025] TextDetox CLEF shared task** https://pan.webis.de/clef25/pan25-web/text-detoxification.html
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- **[2024] TextDetox CLEF shared task** https://pan.webis.de/clef24/pan24-web/text-detoxification.html
 
 
 
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  **Multilingual Text Detoxification with Parallel Data**
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+ Toxicity detection, detoxification, and explanation for various languages:
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  English, Spanish, German, French, Italian, Chinese, Japanese, Arabic, Hebrew, Hindi, Ukrainian, Russian, Tatar, Amharic.
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+ **[2025] TextDetox CLEF2025 shared task** https://pan.webis.de/clef25/pan25-web/text-detoxification.html
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+ **[2025] COLNG2025** Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Alekhseevich Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee, and Alexander Panchenko. 2025. Multilingual and Explainable Text Detoxification with Parallel Corpora. In Proceedings of the 31st International Conference on Computational Linguistics, pages 7998–8025, Abu Dhabi, UAE. Association for Computational Linguistics.
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+ **[2024] TextDetox CLEF2024 shared task** https://pan.webis.de/clef24/pan24-web/text-detoxification.html