metadata
language:
- eng
- afr
- nbl
- xho
- zul
- sot
- nso
- tsn
- ssw
- ven
- tso
license: cc-by-4.0
task_categories:
- sentence-similarity
- translation
pretty_name: The Vuk'uzenzele South African Multilingual Corpus
tags:
- multilingual
- government
arxiv: 2303.0375
configs:
- config_name: afr-eng
data_files:
- split: train
path: afr-eng/train-*
- split: test
path: afr-eng/test-*
- split: eval
path: afr-eng/eval-*
- config_name: afr-nbl
data_files:
- split: train
path: afr-nbl/train-*
- split: test
path: afr-nbl/test-*
- split: eval
path: afr-nbl/eval-*
- config_name: afr-nso
data_files:
- split: train
path: afr-nso/train-*
- split: test
path: afr-nso/test-*
- split: eval
path: afr-nso/eval-*
- config_name: afr-sot
data_files:
- split: train
path: afr-sot/train-*
- split: test
path: afr-sot/test-*
- split: eval
path: afr-sot/eval-*
- config_name: afr-ssw
data_files:
- split: train
path: afr-ssw/train-*
- split: test
path: afr-ssw/test-*
- split: eval
path: afr-ssw/eval-*
- config_name: afr-tsn
data_files:
- split: train
path: afr-tsn/train-*
- split: test
path: afr-tsn/test-*
- split: eval
path: afr-tsn/eval-*
- config_name: afr-tso
data_files:
- split: train
path: afr-tso/train-*
- split: test
path: afr-tso/test-*
- split: eval
path: afr-tso/eval-*
- config_name: afr-ven
data_files:
- split: train
path: afr-ven/train-*
- split: test
path: afr-ven/test-*
- split: eval
path: afr-ven/eval-*
- config_name: afr-xho
data_files:
- split: train
path: afr-xho/train-*
- split: test
path: afr-xho/test-*
- split: eval
path: afr-xho/eval-*
- config_name: afr-zul
data_files:
- split: train
path: afr-zul/train-*
- split: test
path: afr-zul/test-*
- split: eval
path: afr-zul/eval-*
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
- config_name: eng-nbl
data_files:
- split: train
path: eng-nbl/train-*
- split: test
path: eng-nbl/test-*
- split: eval
path: eng-nbl/eval-*
- config_name: eng-nso
data_files:
- split: train
path: eng-nso/train-*
- split: test
path: eng-nso/test-*
- split: eval
path: eng-nso/eval-*
- config_name: eng-sot
data_files:
- split: train
path: eng-sot/train-*
- split: test
path: eng-sot/test-*
- split: eval
path: eng-sot/eval-*
- config_name: eng-ssw
data_files:
- split: train
path: eng-ssw/train-*
- split: test
path: eng-ssw/test-*
- split: eval
path: eng-ssw/eval-*
- config_name: eng-tsn
data_files:
- split: train
path: eng-tsn/train-*
- split: test
path: eng-tsn/test-*
- split: eval
path: eng-tsn/eval-*
- config_name: eng-tso
data_files:
- split: train
path: eng-tso/train-*
- split: test
path: eng-tso/test-*
- split: eval
path: eng-tso/eval-*
- config_name: eng-ven
data_files:
- split: train
path: eng-ven/train-*
- split: test
path: eng-ven/test-*
- split: eval
path: eng-ven/eval-*
- config_name: eng-xho
data_files:
- split: train
path: eng-xho/train-*
- split: test
path: eng-xho/test-*
- split: eval
path: eng-xho/eval-*
- config_name: eng-zul
data_files:
- split: train
path: eng-zul/train-*
- split: test
path: eng-zul/test-*
- split: eval
path: eng-zul/eval-*
- config_name: nbl-nso
data_files:
- split: train
path: nbl-nso/train-*
- split: test
path: nbl-nso/test-*
- split: eval
path: nbl-nso/eval-*
- config_name: nbl-sot
data_files:
- split: train
path: nbl-sot/train-*
- split: test
path: nbl-sot/test-*
- split: eval
path: nbl-sot/eval-*
- config_name: nbl-ssw
data_files:
- split: train
path: nbl-ssw/train-*
- split: test
path: nbl-ssw/test-*
- split: eval
path: nbl-ssw/eval-*
- config_name: nbl-tsn
data_files:
- split: train
path: nbl-tsn/train-*
- split: test
path: nbl-tsn/test-*
- split: eval
path: nbl-tsn/eval-*
- config_name: nbl-tso
data_files:
- split: train
path: nbl-tso/train-*
- split: test
path: nbl-tso/test-*
- split: eval
path: nbl-tso/eval-*
- config_name: nbl-ven
data_files:
- split: train
path: nbl-ven/train-*
- split: test
path: nbl-ven/test-*
- split: eval
path: nbl-ven/eval-*
- config_name: nbl-xho
data_files:
- split: train
path: nbl-xho/train-*
- split: test
path: nbl-xho/test-*
- split: eval
path: nbl-xho/eval-*
- config_name: nbl-zul
data_files:
- split: train
path: nbl-zul/train-*
- split: test
path: nbl-zul/test-*
- split: eval
path: nbl-zul/eval-*
- config_name: nso-sot
data_files:
- split: train
path: nso-sot/train-*
- split: test
path: nso-sot/test-*
- split: eval
path: nso-sot/eval-*
- config_name: nso-ssw
data_files:
- split: train
path: nso-ssw/train-*
- split: test
path: nso-ssw/test-*
- split: eval
path: nso-ssw/eval-*
- config_name: nso-tsn
data_files:
- split: train
path: nso-tsn/train-*
- split: test
path: nso-tsn/test-*
- split: eval
path: nso-tsn/eval-*
- config_name: nso-tso
data_files:
- split: train
path: nso-tso/train-*
- split: test
path: nso-tso/test-*
- split: eval
path: nso-tso/eval-*
- config_name: nso-ven
data_files:
- split: train
path: nso-ven/train-*
- split: test
path: nso-ven/test-*
- split: eval
path: nso-ven/eval-*
- config_name: nso-xho
data_files:
- split: train
path: nso-xho/train-*
- split: test
path: nso-xho/test-*
- split: eval
path: nso-xho/eval-*
- config_name: nso-zul
data_files:
- split: train
path: nso-zul/train-*
- split: test
path: nso-zul/test-*
- split: eval
path: nso-zul/eval-*
- config_name: sot-ssw
data_files:
- split: train
path: sot-ssw/train-*
- split: test
path: sot-ssw/test-*
- split: eval
path: sot-ssw/eval-*
- config_name: sot-tsn
data_files:
- split: train
path: sot-tsn/train-*
- split: test
path: sot-tsn/test-*
- split: eval
path: sot-tsn/eval-*
- config_name: sot-tso
data_files:
- split: train
path: sot-tso/train-*
- split: test
path: sot-tso/test-*
- split: eval
path: sot-tso/eval-*
- config_name: sot-ven
data_files:
- split: train
path: sot-ven/train-*
- split: test
path: sot-ven/test-*
- split: eval
path: sot-ven/eval-*
- config_name: sot-xho
data_files:
- split: train
path: sot-xho/train-*
- split: test
path: sot-xho/test-*
- split: eval
path: sot-xho/eval-*
- config_name: sot-zul
data_files:
- split: train
path: sot-zul/train-*
- split: test
path: sot-zul/test-*
- split: eval
path: sot-zul/eval-*
- config_name: ssw-tsn
data_files:
- split: train
path: ssw-tsn/train-*
- split: test
path: ssw-tsn/test-*
- split: eval
path: ssw-tsn/eval-*
- config_name: ssw-tso
data_files:
- split: train
path: ssw-tso/train-*
- split: test
path: ssw-tso/test-*
- split: eval
path: ssw-tso/eval-*
- config_name: ssw-ven
data_files:
- split: train
path: ssw-ven/train-*
- split: test
path: ssw-ven/test-*
- split: eval
path: ssw-ven/eval-*
- config_name: ssw-xho
data_files:
- split: train
path: ssw-xho/train-*
- split: test
path: ssw-xho/test-*
- split: eval
path: ssw-xho/eval-*
- config_name: ssw-zul
data_files:
- split: train
path: ssw-zul/train-*
- split: test
path: ssw-zul/test-*
- config_name: tsn-tso
data_files:
- split: train
path: tsn-tso/train-*
- split: test
path: tsn-tso/test-*
- config_name: tsn-ven
data_files:
- split: train
path: tsn-ven/train-*
- split: test
path: tsn-ven/test-*
- config_name: tsn-xho
data_files:
- split: train
path: tsn-xho/train-*
- split: test
path: tsn-xho/test-*
- config_name: tsn-zul
data_files:
- split: train
path: tsn-zul/train-*
- split: test
path: tsn-zul/test-*
- config_name: tso-ven
data_files:
- split: train
path: tso-ven/train-*
- split: test
path: tso-ven/test-*
- config_name: tso-xho
data_files:
- split: train
path: tso-xho/train-*
- split: test
path: tso-xho/test-*
- config_name: tso-zul
data_files:
- split: train
path: tso-zul/train-*
- split: test
path: tso-zul/test-*
- config_name: ven-xho
data_files:
- split: train
path: ven-xho/train-*
- split: test
path: ven-xho/test-*
- config_name: ven-zul
data_files:
- split: train
path: ven-zul/train-*
- split: test
path: ven-zul/test-*
- config_name: xho-zul
data_files:
- split: train
path: xho-zul/train-*
- split: test
path: xho-zul/test-*
dataset_info:
- config_name: afr-eng
features:
- name: afr
dtype: string
- name: eng
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 793530
num_examples: 2660
- name: test
num_bytes: 171644
num_examples: 570
- name: eval
num_bytes: 172132
num_examples: 571
download_size: 757198
dataset_size: 1137306
- config_name: afr-nbl
features:
- name: afr
dtype: string
- name: nbl
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 281328
num_examples: 723
- name: test
num_bytes: 57947
num_examples: 155
- name: eval
num_bytes: 59996
num_examples: 155
download_size: 279950
dataset_size: 399271
- config_name: afr-nso
features:
- name: afr
dtype: string
- name: nso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 980475
num_examples: 2937
- name: test
num_bytes: 203451
num_examples: 630
- name: eval
num_bytes: 214623
num_examples: 630
download_size: 892392
dataset_size: 1398549
- config_name: afr-sot
features:
- name: afr
dtype: string
- name: sot
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 971841
num_examples: 2968
- name: test
num_bytes: 211374
num_examples: 636
- name: eval
num_bytes: 209697
num_examples: 636
download_size: 901006
dataset_size: 1392912
- config_name: afr-ssw
features:
- name: afr
dtype: string
- name: ssw
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 975744
num_examples: 3042
- name: test
num_bytes: 209151
num_examples: 652
- name: eval
num_bytes: 208877
num_examples: 653
download_size: 927666
dataset_size: 1393772
- config_name: afr-tsn
features:
- name: afr
dtype: string
- name: tsn
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1010506
num_examples: 2830
- name: test
num_bytes: 218153
num_examples: 607
- name: eval
num_bytes: 214373
num_examples: 607
download_size: 913596
dataset_size: 1443032
- config_name: afr-tso
features:
- name: afr
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 980025
num_examples: 2952
- name: test
num_bytes: 213355
num_examples: 633
- name: eval
num_bytes: 211642
num_examples: 633
download_size: 902666
dataset_size: 1405022
- config_name: afr-ven
features:
- name: afr
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 352031
num_examples: 830
- name: test
num_bytes: 72702
num_examples: 178
- name: eval
num_bytes: 75243
num_examples: 178
download_size: 323825
dataset_size: 499976
- config_name: afr-xho
features:
- name: afr
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 986062
num_examples: 3098
- name: test
num_bytes: 205229
num_examples: 664
- name: eval
num_bytes: 210379
num_examples: 665
download_size: 944334
dataset_size: 1401670
- config_name: afr-zul
features:
- name: afr
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 982102
num_examples: 3078
- name: test
num_bytes: 208473
num_examples: 660
- name: eval
num_bytes: 201824
num_examples: 660
download_size: 932565
dataset_size: 1392399
- config_name: default
features:
- name: nbl
dtype: string
- name: nso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 128131
num_examples: 315
- name: test
num_bytes: 31826
num_examples: 79
download_size: 113394
dataset_size: 159957
- config_name: eng-nbl
features:
- name: eng
dtype: string
- name: nbl
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 78419
num_examples: 207
- name: test
num_bytes: 16930
num_examples: 45
- name: eval
num_bytes: 15202
num_examples: 45
download_size: 89654
dataset_size: 110551
- config_name: eng-nso
features:
- name: eng
dtype: string
- name: nso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 848347
num_examples: 2616
- name: test
num_bytes: 183267
num_examples: 561
- name: eval
num_bytes: 181802
num_examples: 561
download_size: 770909
dataset_size: 1213416
- config_name: eng-sot
features:
- name: eng
dtype: string
- name: sot
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 843173
num_examples: 2671
- name: test
num_bytes: 181709
num_examples: 573
- name: eval
num_bytes: 180602
num_examples: 573
download_size: 776145
dataset_size: 1205484
- config_name: eng-ssw
features:
- name: eng
dtype: string
- name: ssw
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 830354
num_examples: 2662
- name: test
num_bytes: 175688
num_examples: 571
- name: eval
num_bytes: 176734
num_examples: 571
download_size: 777951
dataset_size: 1182776
- config_name: eng-tsn
features:
- name: eng
dtype: string
- name: tsn
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 880306
num_examples: 2517
- name: test
num_bytes: 190843
num_examples: 539
- name: eval
num_bytes: 187728
num_examples: 540
download_size: 786563
dataset_size: 1258877
- config_name: eng-tso
features:
- name: eng
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 849914
num_examples: 2623
- name: test
num_bytes: 181181
num_examples: 562
- name: eval
num_bytes: 176362
num_examples: 563
download_size: 773662
dataset_size: 1207457
- config_name: eng-ven
features:
- name: eng
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 113647
num_examples: 279
- name: test
num_bytes: 26195
num_examples: 60
- name: eval
num_bytes: 26121
num_examples: 60
download_size: 119271
dataset_size: 165963
- config_name: eng-xho
features:
- name: eng
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 827201
num_examples: 2662
- name: test
num_bytes: 175023
num_examples: 571
- name: eval
num_bytes: 176047
num_examples: 571
download_size: 784961
dataset_size: 1178271
- config_name: eng-zul
features:
- name: eng
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 815837
num_examples: 2646
- name: test
num_bytes: 168769
num_examples: 567
- name: eval
num_bytes: 177547
num_examples: 567
download_size: 767836
dataset_size: 1162153
- config_name: nbl-nso
features:
- name: nbl
dtype: string
- name: nso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 109438
num_examples: 275
- name: test
num_bytes: 24000
num_examples: 59
- name: eval
num_bytes: 26519
num_examples: 60
download_size: 118816
dataset_size: 159957
- config_name: nbl-sot
features:
- name: nbl
dtype: string
- name: sot
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 149593
num_examples: 365
- name: test
num_bytes: 30656
num_examples: 78
- name: eval
num_bytes: 32211
num_examples: 79
download_size: 152576
dataset_size: 212460
- config_name: nbl-ssw
features:
- name: nbl
dtype: string
- name: ssw
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 146544
num_examples: 387
- name: test
num_bytes: 33410
num_examples: 83
- name: eval
num_bytes: 32858
num_examples: 84
download_size: 157314
dataset_size: 212812
- config_name: nbl-tsn
features:
- name: nbl
dtype: string
- name: tsn
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 131856
num_examples: 302
- name: test
num_bytes: 31961
num_examples: 65
- name: eval
num_bytes: 29676
num_examples: 65
download_size: 139315
dataset_size: 193493
- config_name: nbl-tso
features:
- name: nbl
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 127433
num_examples: 296
- name: test
num_bytes: 24654
num_examples: 63
- name: eval
num_bytes: 23290
num_examples: 64
download_size: 127532
dataset_size: 175377
- config_name: nbl-ven
features:
- name: nbl
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 976911
num_examples: 2660
- name: test
num_bytes: 211536
num_examples: 570
- name: eval
num_bytes: 207694
num_examples: 570
download_size: 885066
dataset_size: 1396141
- config_name: nbl-xho
features:
- name: nbl
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 149020
num_examples: 403
- name: test
num_bytes: 33319
num_examples: 87
- name: eval
num_bytes: 31809
num_examples: 87
download_size: 160427
dataset_size: 214148
- config_name: nbl-zul
features:
- name: nbl
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 111905
num_examples: 289
- name: test
num_bytes: 25799
num_examples: 62
- name: eval
num_bytes: 22660
num_examples: 63
download_size: 124588
dataset_size: 160364
- config_name: nso-sot
features:
- name: nso
dtype: string
- name: sot
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1057851
num_examples: 3052
- name: test
num_bytes: 226420
num_examples: 654
- name: eval
num_bytes: 232934
num_examples: 655
download_size: 945243
dataset_size: 1517205
- config_name: nso-ssw
features:
- name: nso
dtype: string
- name: ssw
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1020738
num_examples: 2968
- name: test
num_bytes: 219932
num_examples: 636
- name: eval
num_bytes: 218161
num_examples: 637
download_size: 922981
dataset_size: 1458831
- config_name: nso-tsn
features:
- name: nso
dtype: string
- name: tsn
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1092885
num_examples: 2918
- name: test
num_bytes: 238439
num_examples: 625
- name: eval
num_bytes: 234644
num_examples: 626
download_size: 952272
dataset_size: 1565968
- config_name: nso-tso
features:
- name: nso
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1045959
num_examples: 2956
- name: test
num_bytes: 228677
num_examples: 634
- name: eval
num_bytes: 226626
num_examples: 634
download_size: 925262
dataset_size: 1501262
- config_name: nso-ven
features:
- name: nso
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 155499
num_examples: 343
- name: test
num_bytes: 35576
num_examples: 73
- name: eval
num_bytes: 31381
num_examples: 74
download_size: 152424
dataset_size: 222456
- config_name: nso-xho
features:
- name: nso
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1022670
num_examples: 2959
- name: test
num_bytes: 214850
num_examples: 634
- name: eval
num_bytes: 212932
num_examples: 635
download_size: 929486
dataset_size: 1450452
- config_name: nso-zul
features:
- name: nso
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1014985
num_examples: 2998
- name: test
num_bytes: 223825
num_examples: 643
- name: eval
num_bytes: 219173
num_examples: 643
download_size: 926742
dataset_size: 1457983
- config_name: sot-ssw
features:
- name: sot
dtype: string
- name: ssw
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1036642
num_examples: 3075
- name: test
num_bytes: 217328
num_examples: 659
- name: eval
num_bytes: 222863
num_examples: 660
download_size: 950426
dataset_size: 1476833
- config_name: sot-tsn
features:
- name: sot
dtype: string
- name: tsn
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1118346
num_examples: 3019
- name: test
num_bytes: 237826
num_examples: 647
- name: eval
num_bytes: 235279
num_examples: 647
download_size: 981019
dataset_size: 1591451
- config_name: sot-tso
features:
- name: sot
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1057631
num_examples: 3027
- name: test
num_bytes: 226229
num_examples: 649
- name: eval
num_bytes: 222671
num_examples: 649
download_size: 943068
dataset_size: 1506531
- config_name: sot-ven
features:
- name: sot
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 201166
num_examples: 461
- name: test
num_bytes: 44845
num_examples: 99
- name: eval
num_bytes: 42607
num_examples: 99
download_size: 191947
dataset_size: 288618
- config_name: sot-xho
features:
- name: sot
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1042930
num_examples: 3098
- name: test
num_bytes: 217327
num_examples: 664
- name: eval
num_bytes: 223313
num_examples: 665
download_size: 964792
dataset_size: 1483570
- config_name: sot-zul
features:
- name: sot
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1017097
num_examples: 3079
- name: test
num_bytes: 223761
num_examples: 660
- name: eval
num_bytes: 227514
num_examples: 660
download_size: 949761
dataset_size: 1468372
- config_name: ssw-tsn
features:
- name: ssw
dtype: string
- name: tsn
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1124400
num_examples: 3110
- name: test
num_bytes: 238160
num_examples: 666
- name: eval
num_bytes: 246176
num_examples: 667
download_size: 1012570
dataset_size: 1608736
- config_name: ssw-tso
features:
- name: ssw
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1069540
num_examples: 3142
- name: test
num_bytes: 237608
num_examples: 673
- name: eval
num_bytes: 231657
num_examples: 674
download_size: 980833
dataset_size: 1538805
- config_name: ssw-ven
features:
- name: ssw
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 170825
num_examples: 401
- name: test
num_bytes: 34774
num_examples: 86
- name: eval
num_bytes: 39434
num_examples: 87
download_size: 170522
dataset_size: 245033
- config_name: ssw-xho
features:
- name: ssw
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1047037
num_examples: 3193
- name: test
num_bytes: 227505
num_examples: 684
- name: eval
num_bytes: 219981
num_examples: 685
download_size: 992683
dataset_size: 1494523
- config_name: ssw-zul
features:
- name: ssw
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1203909
num_examples: 3720
- name: test
num_bytes: 306088
num_examples: 931
download_size: 0
dataset_size: 1509997
- config_name: tsn-tso
features:
- name: tsn
dtype: string
- name: tso
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1301380
num_examples: 3455
- name: test
num_bytes: 326769
num_examples: 864
download_size: 0
dataset_size: 1628149
- config_name: tsn-ven
features:
- name: tsn
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 202072
num_examples: 412
- name: test
num_bytes: 49875
num_examples: 104
download_size: 0
dataset_size: 251947
- config_name: tsn-xho
features:
- name: tsn
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1248717
num_examples: 3416
- name: test
num_bytes: 306197
num_examples: 854
download_size: 0
dataset_size: 1554914
- config_name: tsn-zul
features:
- name: tsn
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1251456
num_examples: 3472
- name: test
num_bytes: 311904
num_examples: 868
download_size: 982016
dataset_size: 1563360
- config_name: tso-ven
features:
- name: tso
dtype: string
- name: ven
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 197128
num_examples: 428
- name: test
num_bytes: 45408
num_examples: 108
download_size: 158793
dataset_size: 242536
- config_name: tso-xho
features:
- name: tso
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1197163
num_examples: 3504
- name: test
num_bytes: 299170
num_examples: 876
download_size: 961678
dataset_size: 1496333
- config_name: tso-zul
features:
- name: tso
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1208661
num_examples: 3550
- name: test
num_bytes: 300836
num_examples: 888
download_size: 964341
dataset_size: 1509497
- config_name: ven-xho
features:
- name: ven
dtype: string
- name: xho
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 186931
num_examples: 459
- name: test
num_bytes: 49184
num_examples: 115
download_size: 159746
dataset_size: 236115
- config_name: ven-zul
features:
- name: ven
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 159504
num_examples: 384
- name: test
num_bytes: 42320
num_examples: 96
download_size: 139982
dataset_size: 201824
- config_name: xho-zul
features:
- name: xho
dtype: string
- name: zul
dtype: string
- name: score
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1213972
num_examples: 3744
- name: test
num_bytes: 300902
num_examples: 937
download_size: 1006373
dataset_size: 1514874
The Vuk'uzenzele South African Multilingual Corpus
Github: https://github.com/dsfsi/vukuzenzele-nlp/
Zenodo: 
Arxiv Preprint: 
Give Feedback 📑: DSFSI Resource Feedback Form
About
The dataset was obtained from the South African government magazine Vuk'uzenzele, created by the Government Communication and Information System (GCIS). The original raw PDFS were obtatined from the Vuk'uzenzele website.
The datasets contain government magazine editions in 11 languages, namely:
| Language | Code | Language | Code |
|---|---|---|---|
| English | (eng) | Sepedi | (sep) |
| Afrikaans | (afr) | Setswana | (tsn) |
| isiNdebele | (nbl) | Siswati | (ssw) |
| isiXhosa | (xho) | Tshivenda | (ven) |
| isiZulu | (zul) | Xitstonga | (tso) |
| Sesotho | (nso) |
Available pairings
The alignment direction is bidrectional, i.e. xho-zul is zul-xho
afr-eng; afr-nbl; afr-nso; afr-sot; afr-ssw; afr-tsn; afr-tso; afr-ven; afr-xho; afr-zul
eng-nbl; eng-nso; eng-sot ;eng-ssw; eng-tsn; eng-tso; eng-ven; eng-xho; eng-zul
nbl-nso; nbl-sot; nbl-ssw; nbl-tsn; nbl-tso; nbl-ven; nbl-xho; nbl-zul
nso-sot; nso-ssw; nso-tsn; nso-tso; nso-ven; nso-xho; nso-zul
sot-ssw; sot-tsn; sot-tso; sot-ven; sot-xho; sot-zul
ssw-tsn; ssw-tso; ssw-ven; ssw-xho; ssw-zul
tsn-tso; tsn-ven; tsn-xho; tsn-zul
tso-ven; tso-xho; tso-zul
ven-xho; ven-zul
xho-zul
Disclaimer
This dataset contains machine-readable data extracted from PDF documents, from https://www.vukuzenzele.gov.za/, provided by the Government Communication Information System (GCIS). While efforts were made to ensure the accuracy and completeness of this data, there may be errors or discrepancies between the original publications and this dataset. No warranties, guarantees or representations are given in relation to the information contained in the dataset. The members of the Data Science for Societal Impact Research Group bear no responsibility and/or liability for any such errors or discrepancies in this dataset. The Government Communication Information System (GCIS) bears no responsibility and/or liability for any such errors or discrepancies in this dataset. It is recommended that users verify all information contained herein before making decisions based upon this information.
Datasets
The datasets consist of pairwise sentence aligned data. There are 55 distinct datasets of paired sentences. The data is obtained by comparing LASER embeddings of sentence tokens between 2 languages. If the similarity is high, the sentences are deemed semantic equivalents of one another and the observation is outputted.
Naming convention:
The naming structure of the pairwise_sentence_aligned folder is aligned-{src_lang_code}-{tgt_lang_code}.csv.
For example, aligned-afr-zul.csv is the aligned sentences between Afrikaans and isiZulu.
The data is in .csv format and the columns are src_text,tgt_text,cosine_score where:
src_textis the source sentencetgt_textis the target sentencecosine_scoreis the cosine similarity score obtained by comparing the sentence embeddings, it ranges from 0 to 1
Note: The notion of source (src) and target (tgt) are only necessary for distinction between the languages used in the aligned pair, as the sentence semantics should be bidirectional. (hallo <-> sawubona)
Citation
Vukosi Marivate, Andani Madodonga, Daniel Njini, Richard Lastrucci, Isheanesu Dzingirai, Jenalea Rajab. The Vuk'uzenzele South African Multilingual Corpus, 2023
@dataset{marivate_vukosi_2023_7598540, author = {Marivate, Vukosi and Njini, Daniel and Madodonga, Andani and Lastrucci, Richard and Dzingirai, Isheanesu Rajab, Jenalea}, title = {The Vuk'uzenzele South African Multilingual Corpus}, month = feb, year = 2023, publisher = {Zenodo}, doi = {10.5281/zenodo.7598539}, url = {https://doi.org/10.5281/zenodo.7598539} }
Licence
- Licence for Data - CC 4.0 BY