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Important: This is a preliminary version and data quality has not been verified. Up-to-date and high-quality version is hosted at TUMLU-mini.

If you use this dataset in your work, please, cite us:

@misc{isbarov2025tumluunifiednativelanguage,
    title={{TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages}}, 
    author={Jafar Isbarov and Arofat Akhundjanova and Mammad Hajili and Kavsar Huseynova and Dmitry Gaynullin and Anar Rzayev and Osman Tursun and Ilshat Saetov and Rinat Kharisov and Saule Belginova and Ariana Kenbayeva and Amina Alisheva and Aizirek Turdubaeva and Abdullatif Köksal and Samir Rustamov and Duygu Ataman},
    year={2025},
    eprint={2502.11020},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={https://arxiv.org/abs/2502.11020}, 
}
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