File size: 31,576 Bytes
68bd7d5 f930c74 30fcaf0 f930c74 30fcaf0 f930c74 1054508 764eeb6 df2b265 7b0b071 8a949bf cb09e62 8d8bc29 4947741 4356f46 8f5863b f930c74 66ed577 0364a1a 0324570 6b047bb a57f227 0747a1e eda76f9 e0a6888 6b72f5e d6b8ec1 9b70c24 0369007 d9b1fb7 93c508f 2ccca80 af13cf8 cf88e32 2d0bd39 72e43d9 6c2d568 8e0a4f8 a25941e ce4b7b6 b6c8890 eb82396 5506285 ffd63bb b5dda4a e27cf2f 591ce73 0f56532 e33b3bf d92eee6 e5b4d40 88f2205 4d3e618 3654f34 b58ac28 e097cd2 9b69dea 45b3d0b 46e9389 2238473 d585681 c4e9c2c f930c74 1054508 12621dd 1054508 764eeb6 d826f33 764eeb6 df2b265 7b0b071 56ef12d 7b0b071 8a949bf a4918c3 8a949bf cb09e62 07d04e5 cb09e62 8d8bc29 656a0e0 8d8bc29 4947741 74c1fc2 4947741 4356f46 5fd1981 4356f46 8f5863b d6b8ec1 66ed577 0364a1a 8a9563a 0364a1a 0324570 6465498 0324570 6b047bb d2f29bb 6b047bb a57f227 d67c2e6 a57f227 0747a1e eda76f9 e0a6888 dd2f586 e0a6888 6b72f5e 473b607 6b72f5e d6b8ec1 f930c74 2002596 f930c74 9b70c24 b391f37 9b70c24 0369007 5d29d14 0369007 d9b1fb7 93c508f 2ccca80 8a67d3c 2ccca80 af13cf8 cf88e32 3fe1b73 cf88e32 2d0bd39 72e43d9 6c2d568 67b8729 6c2d568 8e0a4f8 1f529e8 8e0a4f8 a25941e fc71688 a25941e ce4b7b6 494c831 ce4b7b6 b6c8890 051192c b6c8890 eb82396 ad121aa eb82396 5506285 bf67956 5506285 ffd63bb 213340e ffd63bb b5dda4a 89cf73e b5dda4a e27cf2f 4322897 e27cf2f 591ce73 0f56532 6ef5729 0f56532 e33b3bf d92eee6 e5b4d40 c21008c e5b4d40 88f2205 4a70965 88f2205 4d3e618 cf252ef 4d3e618 3654f34 8116a5a 3654f34 b58ac28 5084a95 b58ac28 e097cd2 9b69dea 67cf1e8 9b69dea 45b3d0b 6efaae4 45b3d0b 46e9389 8bf8f29 46e9389 2238473 d585681 b84de0c d585681 c4e9c2c 146cb0b c4e9c2c 68bd7d5 30fcaf0 d5cb38b 30fcaf0 9064e7f 30fcaf0 b01fea6 30fcaf0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 |
---
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: 949625
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: 923078
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: 146858
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: 925835
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: 925066
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: 945401
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: 976754
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: 937585
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: 185509
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: 961117
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: 1009717
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: 987517
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: 992849
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/](https://github.com/dsfsi/vukuzenzele-nlp/)
Zenodo: [](https://doi.org/10.5281/zenodo.7598539)
Arxiv Preprint: [](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)
|