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**Text Classification datasets and models for Uktainian**
We release datasets and models for Ukrainian covering several classification domains: toxicity, NLI, and formality.
📰 [Toloka BlogPost on Toxicity Classification in Ukrainian](https://toloka.ai/blog/toxicity-detection-for-non-mainstream-languages-why-we-still-need-human-labeled-data/)
**Corresponding papers**
**[EMNLP2025]** *Part of SemEval2025 Emotion Detection Shared Task*; Daryna Dementieva, Nikolay Babakov, and Alexander Fraser. [EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian](https://arxiv.org/abs/2505.23297). EMNLP2025, Findings.
**[COLING2025]** Daryna Dementieva, Valeriia Khylenko, and Georg Groh. 2025. [Cross-lingual Text Classification Transfer: The Case of Ukrainian](https://aclanthology.org/2025.coling-main.97/). In Proceedings of the 31st International Conference on Computational Linguistics, pages 1451–1464, Abu Dhabi, UAE. Association for Computational Linguistics.
**[NAACL2024, WOAH]** Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, and Georg Groh. 2024. [Toxicity Classification in Ukrainian](https://aclanthology.org/2024.woah-1.19/). In Proceedings of the 8th Workshop on Online Abuse and Harms (WOAH 2024), pages 244–255, Mexico City, Mexico. Association for Computational Linguistics. |