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kz-transformers/kk-socio-cultural-bench-mc

86 downloads in 30 days7 likesLast modified 22 Oct 2025View on Hugging Face

The declared licence (cc-by-4.0) is classified as permissive.

Declared licence: cc-by-4.0, from the tagEvidence: README.md at bac9e9f
Licence files: No licence file at the top level of the repositoryEvidence: file list at bac9e9f
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

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Citation text from the card

If you use this dataset, please cite the following paper:

```bibtex
@inproceedings{umbet-etal-2025-kazbench,
    title = "{K}az{B}ench-{KK}: A Cultural-Knowledge Benchmark for {K}azakh",
    author = "Umbet, Sanzhar  and
      Murzakhmetov, Sanzhar  and
      Sagyndyk, Beksultan  and
      Yakunin, Kirill  and
      Akishev, Timur  and
      Zubitski, Pavel",
    editor = "Le Ferrand, {\'E}ric  and
      Klyachko, Elena  and
      Postnikova, Anna  and
      Shavrina, Tatiana  and
      Serikov, Oleg  and
      Voloshina, Ekaterina  and
      Vylomova, Ekaterina",
    booktitle = "Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.fieldmatters-1.4/",
    pages = "38--57",
    ISBN = "979-8-89176-282-4",
    abstract = "We introduce KazBench-KK, a comprehensive 7,111-question multiple-choice benchmark designed to assess large language models' understanding of culturally grounded Kazakh knowledge. By combining expert-curated topics with LLM-assisted web mining, we create a diverse dataset spanning 17 culturally salient domains, including pastoral traditions, social hierarchies, and contemporary politics. Beyond evaluation, KazBench-KK serves as a practical tool for field linguists, enabling rapid lexical elicitation, glossing, and topic prioritization. Our benchmarking of various op

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dataset_licence({ "id": "kz-transformers/kk-socio-cultural-bench-mc" })
signal: "permissive"
stated_licence: "cc-by-4.0"
sources: 0