metadata
language:
- en
paperswithcode_id: wiki-40b
pretty_name: Wiki-40B
dataset_info:
- config_name: ar
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 773508885
num_examples: 220885
- name: validation
num_bytes: 44102674
num_examples: 12198
- name: test
num_bytes: 43755879
num_examples: 12271
download_size: 413683528
dataset_size: 861367438
- config_name: bg
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1413477231
num_examples: 130670
- name: validation
num_bytes: 78976448
num_examples: 7259
- name: test
num_bytes: 78350414
num_examples: 7289
download_size: 484828696
dataset_size: 1570804093
- config_name: ca
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 784791826
num_examples: 277313
- name: validation
num_bytes: 43576907
num_examples: 15362
- name: test
num_bytes: 44904134
num_examples: 15568
download_size: 480954417
dataset_size: 873272867
- config_name: cs
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 901187017
num_examples: 235971
- name: validation
num_bytes: 49743998
num_examples: 13096
- name: test
num_bytes: 49325867
num_examples: 12984
download_size: 493522926
dataset_size: 1000256882
- config_name: da
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 247928023
num_examples: 109486
- name: validation
num_bytes: 13937406
num_examples: 6173
- name: test
num_bytes: 14401179
num_examples: 6219
download_size: 156696617
dataset_size: 276266608
- config_name: de
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 4988094268
num_examples: 1554910
- name: validation
num_bytes: 278101948
num_examples: 86068
- name: test
num_bytes: 278024815
num_examples: 86594
download_size: 3174352286
dataset_size: 5544221031
- config_name: el
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1738534924
num_examples: 93596
- name: validation
num_bytes: 97711791
num_examples: 5130
- name: test
num_bytes: 99743744
num_examples: 5261
download_size: 621575577
dataset_size: 1935990459
- config_name: en
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 9423468036
num_examples: 2926536
- name: validation
num_bytes: 527374301
num_examples: 163597
- name: test
num_bytes: 522210646
num_examples: 162274
download_size: 6183831905
dataset_size: 10473052983
- config_name: es
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 2906242601
num_examples: 872541
- name: validation
num_bytes: 161381260
num_examples: 48592
- name: test
num_bytes: 164110964
num_examples: 48764
download_size: 1783120767
dataset_size: 3231734825
- config_name: et
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 196484412
num_examples: 114464
- name: validation
num_bytes: 10987144
num_examples: 6351
- name: test
num_bytes: 10691693
num_examples: 6205
download_size: 122192870
dataset_size: 218163249
- config_name: fa
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1551260324
num_examples: 203145
- name: validation
num_bytes: 86108146
num_examples: 11180
- name: test
num_bytes: 89064531
num_examples: 11262
download_size: 552712695
dataset_size: 1726433001
- config_name: fi
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 589614484
num_examples: 255822
- name: validation
num_bytes: 32645294
num_examples: 13962
- name: test
num_bytes: 32869383
num_examples: 14179
download_size: 346601923
dataset_size: 655129161
- config_name: fr
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 3850031120
num_examples: 1227206
- name: validation
num_bytes: 216405364
num_examples: 68655
- name: test
num_bytes: 215243874
num_examples: 68004
download_size: 2246390244
dataset_size: 4281680358
- config_name: it
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1998187938
num_examples: 732609
- name: validation
num_bytes: 109399796
num_examples: 40684
- name: test
num_bytes: 108160871
num_examples: 40443
download_size: 1330554944
dataset_size: 2215748605
- config_name: ja
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 7719156890
num_examples: 745392
- name: validation
num_bytes: 423396781
num_examples: 41576
- name: test
num_bytes: 424775191
num_examples: 41268
download_size: 2914923230
dataset_size: 8567328862
- config_name: ko
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1424423053
num_examples: 194977
- name: validation
num_bytes: 79027067
num_examples: 10805
- name: test
num_bytes: 78623281
num_examples: 10802
download_size: 568560655
dataset_size: 1582073401
- config_name: nl
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 906908479
num_examples: 447555
- name: validation
num_bytes: 51519150
num_examples: 25201
- name: test
num_bytes: 49492508
num_examples: 24776
download_size: 594312303
dataset_size: 1007920137
- config_name: pl
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1250270240
num_examples: 505191
- name: validation
num_bytes: 70048390
num_examples: 28310
- name: test
num_bytes: 69957343
num_examples: 27987
download_size: 755556434
dataset_size: 1390275973
- config_name: pt
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1186541609
num_examples: 406507
- name: validation
num_bytes: 65911750
num_examples: 22301
- name: test
num_bytes: 65941634
num_examples: 22693
download_size: 725984914
dataset_size: 1318394993
- config_name: ru
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 14041955183
num_examples: 926037
- name: validation
num_bytes: 787569099
num_examples: 51287
- name: test
num_bytes: 782630173
num_examples: 51885
download_size: 4959684748
dataset_size: 15612154455
- config_name: th
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 1167742322
num_examples: 56798
- name: validation
num_bytes: 58604863
num_examples: 3093
- name: test
num_bytes: 63235795
num_examples: 3114
download_size: 286569412
dataset_size: 1289582980
- config_name: tr
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 417796625
num_examples: 142576
- name: validation
num_bytes: 23829728
num_examples: 7845
- name: test
num_bytes: 23573543
num_examples: 7890
download_size: 208571967
dataset_size: 465199896
- config_name: zh-cn
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 902812807
num_examples: 549672
- name: validation
num_bytes: 50487729
num_examples: 30299
- name: test
num_bytes: 49584239
num_examples: 30355
download_size: 667605463
dataset_size: 1002884775
- config_name: zh-tw
features:
- name: wikidata_id
dtype: string
- name: text
dtype: string
- name: version_id
dtype: string
splits:
- name: train
num_bytes: 3254625339
num_examples: 552031
- name: validation
num_bytes: 185024571
num_examples: 30739
- name: test
num_bytes: 181148137
num_examples: 30670
download_size: 1375185673
dataset_size: 3620798047
configs:
- config_name: ar
data_files:
- split: train
path: ar/train-*
- split: validation
path: ar/validation-*
- split: test
path: ar/test-*
- config_name: bg
data_files:
- split: train
path: bg/train-*
- split: validation
path: bg/validation-*
- split: test
path: bg/test-*
- config_name: ca
data_files:
- split: train
path: ca/train-*
- split: validation
path: ca/validation-*
- split: test
path: ca/test-*
- config_name: cs
data_files:
- split: train
path: cs/train-*
- split: validation
path: cs/validation-*
- split: test
path: cs/test-*
- config_name: da
data_files:
- split: train
path: da/train-*
- split: validation
path: da/validation-*
- split: test
path: da/test-*
- config_name: de
data_files:
- split: train
path: de/train-*
- split: validation
path: de/validation-*
- split: test
path: de/test-*
- config_name: el
data_files:
- split: train
path: el/train-*
- split: validation
path: el/validation-*
- split: test
path: el/test-*
- config_name: en
data_files:
- split: train
path: en/train-*
- split: validation
path: en/validation-*
- split: test
path: en/test-*
- config_name: es
data_files:
- split: train
path: es/train-*
- split: validation
path: es/validation-*
- split: test
path: es/test-*
- config_name: et
data_files:
- split: train
path: et/train-*
- split: validation
path: et/validation-*
- split: test
path: et/test-*
- config_name: fa
data_files:
- split: train
path: fa/train-*
- split: validation
path: fa/validation-*
- split: test
path: fa/test-*
- config_name: fi
data_files:
- split: train
path: fi/train-*
- split: validation
path: fi/validation-*
- split: test
path: fi/test-*
- config_name: fr
data_files:
- split: train
path: fr/train-*
- split: validation
path: fr/validation-*
- split: test
path: fr/test-*
- config_name: it
data_files:
- split: train
path: it/train-*
- split: validation
path: it/validation-*
- split: test
path: it/test-*
- config_name: ja
data_files:
- split: train
path: ja/train-*
- split: validation
path: ja/validation-*
- split: test
path: ja/test-*
- config_name: ko
data_files:
- split: train
path: ko/train-*
- split: validation
path: ko/validation-*
- split: test
path: ko/test-*
- config_name: nl
data_files:
- split: train
path: nl/train-*
- split: validation
path: nl/validation-*
- split: test
path: nl/test-*
- config_name: pl
data_files:
- split: train
path: pl/train-*
- split: validation
path: pl/validation-*
- split: test
path: pl/test-*
- config_name: pt
data_files:
- split: train
path: pt/train-*
- split: validation
path: pt/validation-*
- split: test
path: pt/test-*
- config_name: ru
data_files:
- split: train
path: ru/train-*
- split: validation
path: ru/validation-*
- split: test
path: ru/test-*
- config_name: th
data_files:
- split: train
path: th/train-*
- split: validation
path: th/validation-*
- split: test
path: th/test-*
- config_name: tr
data_files:
- split: train
path: tr/train-*
- split: validation
path: tr/validation-*
- split: test
path: tr/test-*
- config_name: zh-cn
data_files:
- split: train
path: zh-cn/train-*
- split: validation
path: zh-cn/validation-*
- split: test
path: zh-cn/test-*
- config_name: zh-tw
data_files:
- split: train
path: zh-tw/train-*
- split: validation
path: zh-tw/validation-*
- split: test
path: zh-tw/test-*
Dataset Card for "wiki40b"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage: https://research.google/pubs/pub49029/
- Repository: More Information Needed
- Paper: More Information Needed
- Point of Contact: More Information Needed
- Size of downloaded dataset files: 0.00 MB
- Size of the generated dataset: 10.47 GB
- Total amount of disk used: 10.47 GB
Dataset Summary
Clean-up text for 40+ Wikipedia languages editions of pages correspond to entities. The datasets have train/dev/test splits per language. The dataset is cleaned up by page filtering to remove disambiguation pages, redirect pages, deleted pages, and non-entity pages. Each example contains the wikidata id of the entity, and the full Wikipedia article after page processing that removes non-content sections and structured objects.
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
en
- Size of downloaded dataset files: 0.00 MB
- Size of the generated dataset: 10.47 GB
- Total amount of disk used: 10.47 GB
An example of 'train' looks as follows.
Data Fields
The data fields are the same among all splits.
en
wikidata_id
: astring
feature.text
: astring
feature.version_id
: astring
feature.
Data Splits
name | train | validation | test |
---|---|---|---|
en | 2926536 | 163597 | 162274 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Citation Information
Contributions
Thanks to @jplu, @patrickvonplaten, @thomwolf, @albertvillanova, @lhoestq for adding this dataset.