annotations_creators:
- crowdsourced
language_creators:
- found
language:
- az
- ba
- en
- kaa
- kk
- ky
- ru
- sah
- tr
- uz
license:
- mit
multilinguality:
- translation
pretty_name: turkic_xwmt
size_categories:
- n<1K
task_categories:
- translation
task_ids: []
source_datasets:
- extended|WMT 2020 News Translation Task
dataset_info:
- config_name: az-ba
features:
- name: translation
dtype:
translation:
languages:
- az
- ba
splits:
- name: test
num_bytes: 266801
num_examples: 600
download_size: 12862396
dataset_size: 266801
- config_name: az-en
features:
- name: translation
dtype:
translation:
languages:
- az
- en
splits:
- name: test
num_bytes: 181156
num_examples: 600
download_size: 12862396
dataset_size: 181156
- config_name: az-kaa
features:
- name: translation
dtype:
translation:
languages:
- az
- kaa
splits:
- name: test
num_bytes: 134071
num_examples: 300
download_size: 12862396
dataset_size: 134071
- config_name: az-kk
features:
- name: translation
dtype:
translation:
languages:
- az
- kk
splits:
- name: test
num_bytes: 203798
num_examples: 500
download_size: 12862396
dataset_size: 203798
- config_name: az-ky
features:
- name: translation
dtype:
translation:
languages:
- az
- ky
splits:
- name: test
num_bytes: 210549
num_examples: 500
download_size: 12862396
dataset_size: 210549
- config_name: az-ru
features:
- name: translation
dtype:
translation:
languages:
- az
- ru
splits:
- name: test
num_bytes: 262739
num_examples: 600
download_size: 12862396
dataset_size: 262739
- config_name: az-sah
features:
- name: translation
dtype:
translation:
languages:
- az
- sah
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 144198
- config_name: az-tr
features:
- name: translation
dtype:
translation:
languages:
- az
- tr
splits:
- name: test
num_bytes: 162447
num_examples: 500
download_size: 12862396
dataset_size: 162447
- config_name: az-uz
features:
- name: translation
dtype:
translation:
languages:
- az
- uz
splits:
- name: test
num_bytes: 194231
num_examples: 600
download_size: 12862396
dataset_size: 194231
- config_name: ba-az
features:
- name: translation
dtype:
translation:
languages:
- ba
- az
splits:
- name: test
num_bytes: 266801
num_examples: 600
download_size: 12862396
dataset_size: 266801
- config_name: ba-en
features:
- name: translation
dtype:
translation:
languages:
- ba
- en
splits:
- name: test
num_bytes: 431223
num_examples: 1000
download_size: 12862396
dataset_size: 431223
- config_name: ba-kaa
features:
- name: translation
dtype:
translation:
languages:
- ba
- kaa
splits:
- name: test
num_bytes: 168895
num_examples: 300
download_size: 12862396
dataset_size: 168895
- config_name: ba-kk
features:
- name: translation
dtype:
translation:
languages:
- ba
- kk
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 374756
- config_name: ba-ky
features:
- name: translation
dtype:
translation:
languages:
- ba
- ky
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- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 268986
- config_name: ba-ru
features:
- name: translation
dtype:
translation:
languages:
- ba
- ru
splits:
- name: test
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num_examples: 1000
download_size: 12862396
dataset_size: 568101
- config_name: ba-sah
features:
- name: translation
dtype:
translation:
languages:
- ba
- sah
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 179022
- config_name: ba-tr
features:
- name: translation
dtype:
translation:
languages:
- ba
- tr
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 309455
- config_name: ba-uz
features:
- name: translation
dtype:
translation:
languages:
- ba
- uz
splits:
- name: test
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num_examples: 900
download_size: 12862396
dataset_size: 410874
- config_name: en-az
features:
- name: translation
dtype:
translation:
languages:
- en
- az
splits:
- name: test
num_bytes: 181156
num_examples: 600
download_size: 12862396
dataset_size: 181156
- config_name: en-ba
features:
- name: translation
dtype:
translation:
languages:
- en
- ba
splits:
- name: test
num_bytes: 431223
num_examples: 1000
download_size: 12862396
dataset_size: 431223
- config_name: en-kaa
features:
- name: translation
dtype:
translation:
languages:
- en
- kaa
splits:
- name: test
num_bytes: 126304
num_examples: 300
download_size: 12862396
dataset_size: 126304
- config_name: en-kk
features:
- name: translation
dtype:
translation:
languages:
- en
- kk
splits:
- name: test
num_bytes: 274728
num_examples: 700
download_size: 12862396
dataset_size: 274728
- config_name: en-ky
features:
- name: translation
dtype:
translation:
languages:
- en
- ky
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 198854
- config_name: en-ru
features:
- name: translation
dtype:
translation:
languages:
- en
- ru
splits:
- name: test
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num_examples: 1000
download_size: 12862396
dataset_size: 422718
- config_name: en-sah
features:
- name: translation
dtype:
translation:
languages:
- en
- sah
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 136431
- config_name: en-tr
features:
- name: translation
dtype:
translation:
languages:
- en
- tr
splits:
- name: test
num_bytes: 210144
num_examples: 700
download_size: 12862396
dataset_size: 210144
- config_name: en-uz
features:
- name: translation
dtype:
translation:
languages:
- en
- uz
splits:
- name: test
num_bytes: 278971
num_examples: 900
download_size: 12862396
dataset_size: 278971
- config_name: kaa-az
features:
- name: translation
dtype:
translation:
languages:
- kaa
- az
splits:
- name: test
num_bytes: 134071
num_examples: 300
download_size: 12862396
dataset_size: 134071
- config_name: kaa-ba
features:
- name: translation
dtype:
translation:
languages:
- kaa
- ba
splits:
- name: test
num_bytes: 168895
num_examples: 300
download_size: 12862396
dataset_size: 168895
- config_name: kaa-en
features:
- name: translation
dtype:
translation:
languages:
- kaa
- en
splits:
- name: test
num_bytes: 126304
num_examples: 300
download_size: 12862396
dataset_size: 126304
- config_name: kaa-kk
features:
- name: translation
dtype:
translation:
languages:
- kaa
- kk
splits:
- name: test
num_bytes: 160022
num_examples: 300
download_size: 12862396
dataset_size: 160022
- config_name: kaa-ky
features:
- name: translation
dtype:
translation:
languages:
- kaa
- ky
splits:
- name: test
num_bytes: 163763
num_examples: 300
download_size: 12862396
dataset_size: 163763
- config_name: kaa-ru
features:
- name: translation
dtype:
translation:
languages:
- kaa
- ru
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 168349
- config_name: kaa-sah
features:
- name: translation
dtype:
translation:
languages:
- kaa
- sah
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 177151
- config_name: kaa-tr
features:
- name: translation
dtype:
translation:
languages:
- kaa
- tr
splits:
- name: test
num_bytes: 132055
num_examples: 300
download_size: 12862396
dataset_size: 132055
- config_name: kaa-uz
features:
- name: translation
dtype:
translation:
languages:
- kaa
- uz
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 132789
- config_name: kk-az
features:
- name: translation
dtype:
translation:
languages:
- kk
- az
splits:
- name: test
num_bytes: 203798
num_examples: 500
download_size: 12862396
dataset_size: 203798
- config_name: kk-ba
features:
- name: translation
dtype:
translation:
languages:
- kk
- ba
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 374756
- config_name: kk-en
features:
- name: translation
dtype:
translation:
languages:
- kk
- en
splits:
- name: test
num_bytes: 274728
num_examples: 700
download_size: 12862396
dataset_size: 274728
- config_name: kk-kaa
features:
- name: translation
dtype:
translation:
languages:
- kk
- kaa
splits:
- name: test
num_bytes: 160022
num_examples: 300
download_size: 12862396
dataset_size: 160022
- config_name: kk-ky
features:
- name: translation
dtype:
translation:
languages:
- kk
- ky
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- name: test
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dataset_size: 253421
- config_name: kk-ru
features:
- name: translation
dtype:
translation:
languages:
- kk
- ru
splits:
- name: test
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- config_name: kk-sah
features:
- name: translation
dtype:
translation:
languages:
- kk
- sah
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 170149
- config_name: kk-tr
features:
- name: translation
dtype:
translation:
languages:
- kk
- tr
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 204442
- config_name: kk-uz
features:
- name: translation
dtype:
translation:
languages:
- kk
- uz
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 290325
- config_name: ky-az
features:
- name: translation
dtype:
translation:
languages:
- ky
- az
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 210549
- config_name: ky-ba
features:
- name: translation
dtype:
translation:
languages:
- ky
- ba
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 268986
- config_name: ky-en
features:
- name: translation
dtype:
translation:
languages:
- ky
- en
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 198854
- config_name: ky-kaa
features:
- name: translation
dtype:
translation:
languages:
- ky
- kaa
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 163763
- config_name: ky-kk
features:
- name: translation
dtype:
translation:
languages:
- ky
- kk
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- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 253421
- config_name: ky-ru
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- name: translation
dtype:
translation:
languages:
- ky
- ru
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dataset_size: 265803
- config_name: ky-sah
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- name: translation
dtype:
translation:
languages:
- ky
- sah
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- name: test
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dataset_size: 173890
- config_name: ky-tr
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- name: translation
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languages:
- ky
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dataset_size: 168026
- config_name: ky-uz
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- name: translation
dtype:
translation:
languages:
- ky
- uz
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- name: test
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dataset_size: 209619
- config_name: ru-az
features:
- name: translation
dtype:
translation:
languages:
- ru
- az
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- name: test
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download_size: 12862396
dataset_size: 262739
- config_name: ru-ba
features:
- name: translation
dtype:
translation:
languages:
- ru
- ba
splits:
- name: test
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num_examples: 1000
download_size: 12862396
dataset_size: 568101
- config_name: ru-en
features:
- name: translation
dtype:
translation:
languages:
- ru
- en
splits:
- name: test
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num_examples: 1000
download_size: 12862396
dataset_size: 422718
- config_name: ru-kaa
features:
- name: translation
dtype:
translation:
languages:
- ru
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dataset_size: 168349
- config_name: ru-kk
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- name: translation
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translation:
languages:
- ru
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dataset_size: 369633
- config_name: ru-ky
features:
- name: translation
dtype:
translation:
languages:
- ru
- ky
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 265803
- config_name: ru-sah
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- name: translation
dtype:
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languages:
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- config_name: ru-tr
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- name: translation
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languages:
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dataset_size: 304586
- config_name: ru-uz
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- name: translation
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languages:
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- name: test
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dataset_size: 403551
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features:
- name: translation
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languages:
- sah
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dataset_size: 144198
- config_name: sah-ba
features:
- name: translation
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translation:
languages:
- sah
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splits:
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num_examples: 300
download_size: 12862396
dataset_size: 179022
- config_name: sah-en
features:
- name: translation
dtype:
translation:
languages:
- sah
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splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 136431
- config_name: sah-kaa
features:
- name: translation
dtype:
translation:
languages:
- sah
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- name: test
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dataset_size: 177151
- config_name: sah-kk
features:
- name: translation
dtype:
translation:
languages:
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splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 170149
- config_name: sah-ky
features:
- name: translation
dtype:
translation:
languages:
- sah
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splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 173890
- config_name: sah-ru
features:
- name: translation
dtype:
translation:
languages:
- sah
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splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 178476
- config_name: sah-tr
features:
- name: translation
dtype:
translation:
languages:
- sah
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num_examples: 300
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- config_name: sah-uz
features:
- name: translation
dtype:
translation:
languages:
- sah
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- name: test
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dataset_size: 142916
- config_name: tr-az
features:
- name: translation
dtype:
translation:
languages:
- tr
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splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 162447
- config_name: tr-ba
features:
- name: translation
dtype:
translation:
languages:
- tr
- ba
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 309455
- config_name: tr-en
features:
- name: translation
dtype:
translation:
languages:
- tr
- en
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 210144
- config_name: tr-kaa
features:
- name: translation
dtype:
translation:
languages:
- tr
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splits:
- name: test
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download_size: 12862396
dataset_size: 132055
- config_name: tr-kk
features:
- name: translation
dtype:
translation:
languages:
- tr
- kk
splits:
- name: test
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num_examples: 500
download_size: 12862396
dataset_size: 204442
- config_name: tr-ky
features:
- name: translation
dtype:
translation:
languages:
- tr
- ky
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- name: test
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num_examples: 400
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dataset_size: 168026
- config_name: tr-ru
features:
- name: translation
dtype:
translation:
languages:
- tr
- ru
splits:
- name: test
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num_examples: 700
download_size: 12862396
dataset_size: 304586
- config_name: tr-sah
features:
- name: translation
dtype:
translation:
languages:
- tr
- sah
splits:
- name: test
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num_examples: 300
download_size: 12862396
dataset_size: 142182
- config_name: tr-uz
features:
- name: translation
dtype:
translation:
languages:
- tr
- uz
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- name: test
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download_size: 12862396
dataset_size: 194761
- config_name: uz-az
features:
- name: translation
dtype:
translation:
languages:
- uz
- az
splits:
- name: test
num_bytes: 194231
num_examples: 600
download_size: 12862396
dataset_size: 194231
- config_name: uz-ba
features:
- name: translation
dtype:
translation:
languages:
- uz
- ba
splits:
- name: test
num_bytes: 410874
num_examples: 900
download_size: 12862396
dataset_size: 410874
- config_name: uz-en
features:
- name: translation
dtype:
translation:
languages:
- uz
- en
splits:
- name: test
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num_examples: 900
download_size: 12862396
dataset_size: 278971
- config_name: uz-kaa
features:
- name: translation
dtype:
translation:
languages:
- uz
- kaa
splits:
- name: test
num_bytes: 132789
num_examples: 300
download_size: 12862396
dataset_size: 132789
- config_name: uz-kk
features:
- name: translation
dtype:
translation:
languages:
- uz
- kk
splits:
- name: test
num_bytes: 290325
num_examples: 700
download_size: 12862396
dataset_size: 290325
- config_name: uz-ky
features:
- name: translation
dtype:
translation:
languages:
- uz
- ky
splits:
- name: test
num_bytes: 209619
num_examples: 500
download_size: 12862396
dataset_size: 209619
- config_name: uz-ru
features:
- name: translation
dtype:
translation:
languages:
- uz
- ru
splits:
- name: test
num_bytes: 403551
num_examples: 900
download_size: 12862396
dataset_size: 403551
- config_name: uz-sah
features:
- name: translation
dtype:
translation:
languages:
- uz
- sah
splits:
- name: test
num_bytes: 142916
num_examples: 300
download_size: 12862396
dataset_size: 142916
- config_name: uz-tr
features:
- name: translation
dtype:
translation:
languages:
- uz
- tr
splits:
- name: test
num_bytes: 194761
num_examples: 600
download_size: 12862396
dataset_size: 194761
config_names:
- az-ba
- az-en
- az-kaa
- az-kk
- az-ky
- az-ru
- az-sah
- az-tr
- az-uz
- ba-az
- ba-en
- ba-kaa
- ba-kk
- ba-ky
- ba-ru
- ba-sah
- ba-tr
- ba-uz
- en-az
- en-ba
- en-kaa
- en-kk
- en-ky
- en-ru
- en-sah
- en-tr
- en-uz
- kaa-az
- kaa-ba
- kaa-en
- kaa-kk
- kaa-ky
- kaa-ru
- kaa-sah
- kaa-tr
- kaa-uz
- kk-az
- kk-ba
- kk-en
- kk-kaa
- kk-ky
- kk-ru
- kk-sah
- kk-tr
- kk-uz
- ky-az
- ky-ba
- ky-en
- ky-kaa
- ky-kk
- ky-ru
- ky-sah
- ky-tr
- ky-uz
- ru-az
- ru-ba
- ru-en
- ru-kaa
- ru-kk
- ru-ky
- ru-sah
- ru-tr
- ru-uz
- sah-az
- sah-ba
- sah-en
- sah-kaa
- sah-kk
- sah-ky
- sah-ru
- sah-tr
- sah-uz
- tr-az
- tr-ba
- tr-en
- tr-kaa
- tr-kk
- tr-ky
- tr-ru
- tr-sah
- tr-uz
- uz-az
- uz-ba
- uz-en
- uz-kaa
- uz-kk
- uz-ky
- uz-ru
- uz-sah
- uz-tr
Dataset Card for turkic_xwmt
Table of Contents
- Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage:
- Repository:Github
- Paper: https://arxiv.org/abs/2109.04593
- Leaderboard: [More Information Needed]
- Point of Contact: turkicinterlingua@gmail.com
Dataset Summary
To establish a comprehensive and challenging evaluation benchmark for Machine Translation in Turkic languages, we translate a test set originally introduced in WMT 2020 News Translation Task for English-Russian. The original dataset is profesionally translated and consists of sentences from news articles that are both English and Russian-centric. We adopt this evaluation set (X-WMT) and begin efforts to translate it into several Turkic languages. The current version of X-WMT includes covers 8 Turkic languages and 88 language directions with a minimum of 300 sentences per language direction.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
Currently covered languages are (besides English and Russian):
- Azerbaijani (az)
- Bashkir (ba)
- Karakalpak (kaa)
- Kazakh (kk)
- Kirghiz (ky)
- Turkish (tr)
- Sakha (sah)
- Uzbek (uz)
Dataset Structure
Data Instances
A random example from the Russian-Uzbek set:
{"translation": {'ru': 'Моника Мутсвангва , министр информации Зимбабве , утверждает , что полиция вмешалась в отъезд Магомбейи из соображений безопасности и вследствие состояния его здоровья .', 'uz': 'Zimbabvening Axborot vaziri , Monika Mutsvanva Magombeyining xavfsizligi va sog'ligi tufayli bo'lgan jo'nab ketishinida politsiya aralashuvini ushlab turadi .'}}
Data Fields
Each example has one field "translation" that contains two subfields: one per language, e.g. for the Russian-Uzbek set:
- translation: a dictionary with two subfields:
- ru: the russian text
- uz: the uzbek text
Data Splits
Click here to show the number of examples per configuration:
| | test | |:--------|-------:| | az-ba | 600 | | az-en | 600 | | az-kaa | 300 | | az-kk | 500 | | az-ky | 500 | | az-ru | 600 | | az-sah | 300 | | az-tr | 500 | | az-uz | 600 | | ba-az | 600 | | ba-en | 1000 | | ba-kaa | 300 | | ba-kk | 700 | | ba-ky | 500 | | ba-ru | 1000 | | ba-sah | 300 | | ba-tr | 700 | | ba-uz | 900 | | en-az | 600 | | en-ba | 1000 | | en-kaa | 300 | | en-kk | 700 | | en-ky | 500 | | en-ru | 1000 | | en-sah | 300 | | en-tr | 700 | | en-uz | 900 | | kaa-az | 300 | | kaa-ba | 300 | | kaa-en | 300 | | kaa-kk | 300 | | kaa-ky | 300 | | kaa-ru | 300 | | kaa-sah | 300 | | kaa-tr | 300 | | kaa-uz | 300 | | kk-az | 500 | | kk-ba | 700 | | kk-en | 700 | | kk-kaa | 300 | | kk-ky | 500 | | kk-ru | 700 | | kk-sah | 300 | | kk-tr | 500 | | kk-uz | 700 | | ky-az | 500 | | ky-ba | 500 | | ky-en | 500 | | ky-kaa | 300 | | ky-kk | 500 | | ky-ru | 500 | | ky-sah | 300 | | ky-tr | 400 | | ky-uz | 500 | | ru-az | 600 | | ru-ba | 1000 | | ru-en | 1000 | | ru-kaa | 300 | | ru-kk | 700 | | ru-ky | 500 | | ru-sah | 300 | | ru-tr | 700 | | ru-uz | 900 | | sah-az | 300 | | sah-ba | 300 | | sah-en | 300 | | sah-kaa | 300 | | sah-kk | 300 | | sah-ky | 300 | | sah-ru | 300 | | sah-tr | 300 | | sah-uz | 300 | | tr-az | 500 | | tr-ba | 700 | | tr-en | 700 | | tr-kaa | 300 | | tr-kk | 500 | | tr-ky | 400 | | tr-ru | 700 | | tr-sah | 300 | | tr-uz | 600 | | uz-az | 600 | | uz-ba | 900 | | uz-en | 900 | | uz-kaa | 300 | | uz-kk | 700 | | uz-ky | 500 | | uz-ru | 900 | | uz-sah | 300 | | uz-tr | 600 |Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
Translators, annotators and dataset contributors (in alphabetical order)
Abilxayr Zholdybai
Aigiz Kunafin
Akylbek Khamitov
Alperen Cantez
Aydos Muxammadiyarov
Doniyorbek Rafikjonov
Erkinbek Vokhabov
Ipek Baris
Iskander Shakirov
Madina Zokirjonova
Mohiyaxon Uzoqova
Mukhammadbektosh Khaydarov
Nurlan Maharramli
Petr Popov
Rasul Karimov
Sariya Kagarmanova
Ziyodabonu Qobiljon qizi
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
Citation Information
@inproceedings{mirzakhalov2021large,
title={A Large-Scale Study of Machine Translation in Turkic Languages},
author={Mirzakhalov, Jamshidbek and Babu, Anoop and Ataman, Duygu and Kariev, Sherzod and Tyers, Francis and Abduraufov, Otabek and Hajili, Mammad and Ivanova, Sardana and Khaytbaev, Abror and Laverghetta Jr, Antonio and others},
booktitle={Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
pages={5876--5890},
year={2021}
}
Contributions
This project was carried out with the help and contributions from dozens of individuals and organizations. We acknowledge and greatly appreciate each and every one of them:
Authors on the publications (in alphabetical order)
Abror Khaytbaev
Ahsan Wahab
Aigiz Kunafin
Anoop Babu
Antonio Laverghetta Jr.
Behzodbek Moydinboyev
Dr. Duygu Ataman
Esra Onal
Dr. Francis Tyers
Jamshidbek Mirzakhalov
Dr. John Licato
Dr. Julia Kreutzer
Mammad Hajili
Mokhiyakhon Uzokova
Dr. Orhan Firat
Otabek Abduraufov
Sardana Ivanova
Shaxnoza Pulatova
Sherzod Kariev
Dr. Sriram Chellappan
Translators, annotators and dataset contributors (in alphabetical order)
Abilxayr Zholdybai
Aigiz Kunafin
Akylbek Khamitov
Alperen Cantez
Aydos Muxammadiyarov
Doniyorbek Rafikjonov
Erkinbek Vokhabov
Ipek Baris
Iskander Shakirov
Madina Zokirjonova
Mohiyaxon Uzoqova
Mukhammadbektosh Khaydarov
Nurlan Maharramli
Petr Popov
Rasul Karimov
Sariya Kagarmanova
Ziyodabonu Qobiljon qizi
Industry supporters
Google Cloud
Khan Academy Oʻzbek
The Foundation for the Preservation and Development of the Bashkir Language
Thanks to @mirzakhalov for adding this dataset.