metadata
dataset_info:
- config_name: All
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
- name: subject
dtype: string
splits:
- name: test
num_bytes: 1728804
num_examples: 9227
download_size: 858777
dataset_size: 1728804
- config_name: Azerbaijani
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 16344
num_examples: 100
- name: dev
num_bytes: 915
num_examples: 5
download_size: 16602
dataset_size: 17259
- config_name: Biology
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 16172
num_examples: 100
- name: dev
num_bytes: 788
num_examples: 5
download_size: 15584
dataset_size: 16960
- config_name: Chemistry
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 19042
num_examples: 100
- name: dev
num_bytes: 869
num_examples: 5
download_size: 16462
dataset_size: 19911
- config_name: Geography
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 16732
num_examples: 100
- name: dev
num_bytes: 777
num_examples: 5
download_size: 15882
dataset_size: 17509
- config_name: History
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 19864
num_examples: 100
- name: dev
num_bytes: 1209
num_examples: 5
download_size: 19134
dataset_size: 21073
- config_name: Informatics
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 17674
num_examples: 100
- name: dev
num_bytes: 631
num_examples: 5
download_size: 16135
dataset_size: 18305
- config_name: Mathematics
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 13387
num_examples: 100
- name: dev
num_bytes: 630
num_examples: 5
download_size: 12443
dataset_size: 14017
- config_name: Physics
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 18378
num_examples: 100
- name: dev
num_bytes: 692
num_examples: 5
download_size: 15940
dataset_size: 19070
- config_name: Reasoning
features:
- name: question
dtype: string
- name: choices
sequence: string
- name: answer
dtype: string
splits:
- name: test
num_bytes: 15556
num_examples: 100
- name: dev
num_bytes: 1015
num_examples: 5
download_size: 17204
dataset_size: 16571
configs:
- config_name: All
data_files:
- split: test
path: All/test-*
- config_name: Azerbaijani
data_files:
- split: test
path: Azerbaijani/test-*
- split: dev
path: Azerbaijani/dev-*
- config_name: Biology
data_files:
- split: test
path: Biology/test-*
- split: dev
path: Biology/dev-*
- config_name: Chemistry
data_files:
- split: test
path: Chemistry/test-*
- split: dev
path: Chemistry/dev-*
- config_name: Geography
data_files:
- split: test
path: Geography/test-*
- split: dev
path: Geography/dev-*
- config_name: History
data_files:
- split: test
path: History/test-*
- split: dev
path: History/dev-*
- config_name: Informatics
data_files:
- split: test
path: Informatics/test-*
- split: dev
path: Informatics/dev-*
- config_name: Mathematics
data_files:
- split: test
path: Mathematics/test-*
- split: dev
path: Mathematics/dev-*
- config_name: Physics
data_files:
- split: test
path: Physics/test-*
- split: dev
path: Physics/dev-*
- config_name: Reasoning
data_files:
- split: test
path: Reasoning/test-*
- split: dev
path: Reasoning/dev-*
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},
}