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-*
- config_name: afr-nbl
data_files:
- split: train
path: afr-nbl/train-*
- split: test
path: afr-nbl/test-*
- config_name: afr-nso
data_files:
- split: train
path: afr-nso/train-*
- split: test
path: afr-nso/test-*
- config_name: afr-sot
data_files:
- split: train
path: afr-sot/train-*
- split: test
path: afr-sot/test-*
- config_name: afr-ssw
data_files:
- split: train
path: afr-ssw/train-*
- split: test
path: afr-ssw/test-*
- config_name: afr-tsn
data_files:
- split: train
path: afr-tsn/train-*
- split: test
path: afr-tsn/test-*
- config_name: afr-tso
data_files:
- split: train
path: afr-tso/train-*
- split: test
path: afr-tso/test-*
- config_name: afr-ven
data_files:
- split: train
path: afr-ven/train-*
- split: test
path: afr-ven/test-*
- config_name: afr-xho
data_files:
- split: train
path: afr-xho/train-*
- split: test
path: afr-xho/test-*
- config_name: afr-zul
data_files:
- split: train
path: afr-zul/train-*
- split: test
path: afr-zul/test-*
- 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-*
- config_name: eng-nso
data_files:
- split: train
path: eng-nso/train-*
- split: test
path: eng-nso/test-*
- config_name: eng-sot
data_files:
- split: train
path: eng-sot/train-*
- split: test
path: eng-sot/test-*
- config_name: eng-ssw
data_files:
- split: train
path: eng-ssw/train-*
- split: test
path: eng-ssw/test-*
- config_name: eng-tsn
data_files:
- split: train
path: eng-tsn/train-*
- split: test
path: eng-tsn/test-*
- config_name: eng-tso
data_files:
- split: train
path: eng-tso/train-*
- split: test
path: eng-tso/test-*
- config_name: eng-ven
data_files:
- split: train
path: eng-ven/train-*
- split: test
path: eng-ven/test-*
- config_name: eng-xho
data_files:
- split: train
path: eng-xho/train-*
- split: test
path: eng-xho/test-*
- config_name: eng-zul
data_files:
- split: train
path: eng-zul/train-*
- split: test
path: eng-zul/test-*
- config_name: nbl-nso
data_files:
- split: train
path: nbl-nso/train-*
- split: test
path: nbl-nso/test-*
- config_name: nbl-sot
data_files:
- split: train
path: nbl-sot/train-*
- split: test
path: nbl-sot/test-*
- config_name: nbl-ssw
data_files:
- split: train
path: nbl-ssw/train-*
- split: test
path: nbl-ssw/test-*
- config_name: nbl-tsn
data_files:
- split: train
path: nbl-tsn/train-*
- split: test
path: nbl-tsn/test-*
- config_name: nbl-tso
data_files:
- split: train
path: nbl-tso/train-*
- split: test
path: nbl-tso/test-*
- config_name: nbl-ven
data_files:
- split: train
path: nbl-ven/train-*
- split: test
path: nbl-ven/test-*
- config_name: nbl-xho
data_files:
- split: train
path: nbl-xho/train-*
- split: test
path: nbl-xho/test-*
- config_name: nbl-zul
data_files:
- split: train
path: nbl-zul/train-*
- split: test
path: nbl-zul/test-*
- config_name: nso-sot
data_files:
- split: train
path: nso-sot/train-*
- split: test
path: nso-sot/test-*
- config_name: nso-ssw
data_files:
- split: train
path: nso-ssw/train-*
- split: test
path: nso-ssw/test-*
- config_name: nso-tsn
data_files:
- split: train
path: nso-tsn/train-*
- split: test
path: nso-tsn/test-*
- config_name: nso-tso
data_files:
- split: train
path: nso-tso/train-*
- split: test
path: nso-tso/test-*
- config_name: nso-ven
data_files:
- split: train
path: nso-ven/train-*
- split: test
path: nso-ven/test-*
- config_name: nso-xho
data_files:
- split: train
path: nso-xho/train-*
- split: test
path: nso-xho/test-*
- config_name: nso-zul
data_files:
- split: train
path: nso-zul/train-*
- split: test
path: nso-zul/test-*
- config_name: sot-ssw
data_files:
- split: train
path: sot-ssw/train-*
- split: test
path: sot-ssw/test-*
- config_name: sot-tsn
data_files:
- split: train
path: sot-tsn/train-*
- split: test
path: sot-tsn/test-*
- config_name: sot-tso
data_files:
- split: train
path: sot-tso/train-*
- split: test
path: sot-tso/test-*
- config_name: sot-ven
data_files:
- split: train
path: sot-ven/train-*
- split: test
path: sot-ven/test-*
- config_name: sot-xho
data_files:
- split: train
path: sot-xho/train-*
- split: test
path: sot-xho/test-*
- config_name: sot-zul
data_files:
- split: train
path: sot-zul/train-*
- split: test
path: sot-zul/test-*
- config_name: ssw-tsn
data_files:
- split: train
path: ssw-tsn/train-*
- split: test
path: ssw-tsn/test-*
- config_name: ssw-tso
data_files:
- split: train
path: ssw-tso/train-*
- split: test
path: ssw-tso/test-*
- config_name: ssw-ven
data_files:
- split: train
path: ssw-ven/train-*
- split: test
path: ssw-ven/test-*
- config_name: ssw-xho
data_files:
- split: train
path: ssw-xho/train-*
- split: test
path: ssw-xho/test-*
- 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: 909819
num_examples: 3040
- name: test
num_bytes: 227487
num_examples: 761
download_size: 755566
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: 319402
num_examples: 826
- name: test
num_bytes: 79869
num_examples: 207
download_size: 272468
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: 1123437
num_examples: 3357
- name: test
num_bytes: 275112
num_examples: 840
download_size: 890617
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: 1113140
num_examples: 3392
- name: test
num_bytes: 279772
num_examples: 848
download_size: 898004
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: 1117239
num_examples: 3477
- name: test
num_bytes: 276533
num_examples: 870
download_size: 919018
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: 1153686
num_examples: 3235
- name: test
num_bytes: 289346
num_examples: 809
download_size: 912706
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: 1123041
num_examples: 3374
- name: test
num_bytes: 281981
num_examples: 844
download_size: 899676
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: 400519
num_examples: 948
- name: test
num_bytes: 99457
num_examples: 238
download_size: 317431
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: 1124390
num_examples: 3541
- name: test
num_bytes: 277280
num_examples: 886
download_size: 937590
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: 1119141
num_examples: 3518
- name: test
num_bytes: 273258
num_examples: 880
download_size: 923570
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: 89693
num_examples: 237
- name: test
num_bytes: 20858
num_examples: 60
download_size: 83382
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: 967259
num_examples: 2990
- name: test
num_bytes: 246157
num_examples: 748
download_size: 762878
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: 970215
num_examples: 3053
- name: test
num_bytes: 235269
num_examples: 764
download_size: 772503
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: 945394
num_examples: 3043
- name: test
num_bytes: 237382
num_examples: 761
download_size: 156257
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: 1006366
num_examples: 2876
- name: test
num_bytes: 252511
num_examples: 720
download_size: 781551
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: 971028
num_examples: 2998
- name: test
num_bytes: 236429
num_examples: 750
download_size: 765750
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: 130294
num_examples: 319
- name: test
num_bytes: 35669
num_examples: 80
download_size: 113888
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: 945873
num_examples: 3043
- name: test
num_bytes: 232398
num_examples: 761
download_size: 782868
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: 933470
num_examples: 3024
- name: test
num_bytes: 228683
num_examples: 756
download_size: 765911
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: 128131
num_examples: 315
- name: test
num_bytes: 31826
num_examples: 79
download_size: 113394
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: 171112
num_examples: 417
- name: test
num_bytes: 41348
num_examples: 105
download_size: 148051
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: 169667
num_examples: 443
- name: test
num_bytes: 43145
num_examples: 111
download_size: 152691
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: 151675
num_examples: 345
- name: test
num_bytes: 41818
num_examples: 87
download_size: 132852
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: 145468
num_examples: 338
- name: test
num_bytes: 29909
num_examples: 85
download_size: 122534
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: 1113435
num_examples: 3040
- name: test
num_bytes: 282706
num_examples: 760
download_size: 884450
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: 171106
num_examples: 461
- name: test
num_bytes: 43042
num_examples: 116
download_size: 155653
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: 130284
num_examples: 331
- name: test
num_bytes: 30080
num_examples: 83
download_size: 116611
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: 1215134
num_examples: 3488
- name: test
num_bytes: 302071
num_examples: 873
download_size: 940696
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: 1165964
num_examples: 3392
- name: test
num_bytes: 292867
num_examples: 849
download_size: 920722
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: 1251967
num_examples: 3335
- name: test
num_bytes: 314001
num_examples: 834
download_size: 0
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: 1194161
num_examples: 3379
- name: test
num_bytes: 307101
num_examples: 845
download_size: 0
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: 176023
num_examples: 392
- name: test
num_bytes: 46433
num_examples: 98
download_size: 0
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: 1165705
num_examples: 3382
- name: test
num_bytes: 284747
num_examples: 846
download_size: 0
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: 1163416
num_examples: 3427
- name: test
num_bytes: 294567
num_examples: 857
download_size: 0
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: 1181349
num_examples: 3515
- name: test
num_bytes: 295484
num_examples: 879
download_size: 0
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: 1272351
num_examples: 3450
- name: test
num_bytes: 319100
num_examples: 863
download_size: 0
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: 1207808
num_examples: 3460
- name: test
num_bytes: 298723
num_examples: 865
download_size: 0
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: 231691
num_examples: 527
- name: test
num_bytes: 56927
num_examples: 132
download_size: 0
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: 1186991
num_examples: 3541
- name: test
num_bytes: 296579
num_examples: 886
download_size: 0
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: 1167997
num_examples: 3519
- name: test
num_bytes: 300375
num_examples: 880
download_size: 944928
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: 1287621
num_examples: 3554
- name: test
num_bytes: 321115
num_examples: 889
download_size: 0
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: 1221758
num_examples: 3591
- name: test
num_bytes: 317047
num_examples: 898
download_size: 977297
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: 194391
num_examples: 459
- name: test
num_bytes: 50642
num_examples: 115
download_size: 163426
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: 1190898
num_examples: 3649
- name: test
num_bytes: 303625
num_examples: 913
download_size: 0
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: 0
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: 0
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: 0
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: 0
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: 0
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