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@@ -16,7 +16,7 @@ Text Detoxification, toxicity detection and explanation for **diverse languages*
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  Support for better, safe, and multicultural online spaces.
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  πŸ“° [Read about the project in press](https://toloka.ai/blog/can-llms-eliminate-toxicity-in-human-and-ai-generated-content-what-multilingual-research-shows/)
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  **[2025] !!!NOW OPEN!!! TextDetox CLEF2025 shared task** [website](https://pan.webis.de/clef25/pan25-web/text-detoxification.html) πŸ€—[Starter Kit](https://huggingface.co/collections/textdetox/textdetox-2025-starter-kit-67dc3a8fd86111cac961ecc8)
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  Support for better, safe, and multicultural online spaces.
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  πŸ“° [Read about the project in press](https://toloka.ai/blog/can-llms-eliminate-toxicity-in-human-and-ai-generated-content-what-multilingual-research-shows/)
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+ πŸ“Ή [PyData&CPyConf Berlin 2023 talk](https://youtu.be/8I5tZvcmIis?si=y4sLgrW2xfwJC_GP)
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  **[2025] !!!NOW OPEN!!! TextDetox CLEF2025 shared task** [website](https://pan.webis.de/clef25/pan25-web/text-detoxification.html) πŸ€—[Starter Kit](https://huggingface.co/collections/textdetox/textdetox-2025-starter-kit-67dc3a8fd86111cac961ecc8)
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