--- 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-* - 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: 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: 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: 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/](https://github.com/dsfsi/vukuzenzele-nlp/) Zenodo: [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7598539.svg)](https://doi.org/10.5281/zenodo.7598539) Arxiv Preprint: [![arXiv](https://img.shields.io/badge/arXiv-2303.03750-b31b1b.svg)](https://arxiv.org/abs/2303.03750) Give Feedback 📑: [DSFSI Resource Feedback Form](https://docs.google.com/forms/d/e/1FAIpQLSf7S36dyAUPx2egmXbFpnTBuzoRulhL5Elu-N1eoMhaO7v10w/formResponse) # About The dataset was obtained from the South African government magazine Vuk'uzenzele, created by the [Government Communication and Information System (GCIS)](https://www.gcis.gov.za/). The original raw PDFS were obtatined from the [Vuk'uzenzele website](https://www.vukuzenzele.gov.za/). 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](https://github.com/facebookresearch/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_text` is the source sentence - `tgt_text` is the target sentence - `cosine_score` is 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](LICENSE.md)