Uzbek Linguistic Benchmark (UzLiB)

Dataset Summary

The Uzbek Linguistic Benchmark (UzLiB) is a benchmark with multiple-choice questions for evaluating linguistic abilities of Large Language Models (LLMs) in Uzbek language.

To load and use dataset, run this script:

from datasets import load_dataset

uzlib = load_dataset("murodbek/uzlib")

Dataset Structure

An example of correct_word looks as follows.

{'id': 'CW1242',
 'question': 'Berilgan variantlar orasida qaysi biri to‘g‘ri yozilgan?',
 'option_a': 'Samolyod',
 'option_b': 'Samalyot',
 'option_c': 'Samalyod',
 'option_d': 'Samolyot',
 'answer': 'D',
 'type': 'correct_word'}

Data Fields

The data fields are the same among all splits.

• id: a string feature to indicate id of the given question.
• question: a string feature to question.
• option_a: a string feature to indicate answer option A.
• option_b: a string feature to indicate answer option B.
• option_c: a string feature to indicate answer option C.
• option_d: a string feature to indicate answer option D.
• answer: a string feature to indicate the correct answer. One of A, B, C or D.
• type: a string feature to indicate the type of the question. One of correct_word, meaning, meaning_in_context or fill_in.

Data Splits

Data Splits

split_name	num_examples
correct_word	1501
meaning	236
meaning_in_context	72
fill_in	52
all	1861

Dataset Creation

The source for all questions is collected from selected 4 Telegram channels quizzes: Orif Tolib, Тўғри ёзамиз — мутахассис блоги, Tahrir.uz📝, and Tahrirchi | Tilmoch. Then, each question is manually labeled to record correct answer as Telegram does not provide the correct answers for quizzes. After that, each question went through categorization, transliteration and deduplication processes.

Citation Information

@misc{Shopulatov2025UzLiB,
      title={UzLiB: A benchmark for evaluating Uzbek linguistics}, 
      author={Abror Shopulatov},
      year={2025}
      url={https://huggingface.co/datasets/murodbek/uzlib},
      note={Accessed: 2025-02-18}, % change this date
      urldate   = {2025-02-18}} % change this date
}

Contact

For any questions or issues related to the dataset or code, please contact ml.muhandis@gmail.com.