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da_udv25_danishddt_trf
explosion/da_udv25_danishddt_trf
da_udv25_danishddt_trf is a token classification model from explosion. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as cc-by-sa-4.0.
UD v2.5 benchmarking pipeline for UDDanish-DDT
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Dec 10, 2021
- SHA
- 952f0376
Model card
From the Hugging Face model README
UD v2.5 benchmarking pipeline for UD_Danish-DDT
| Feature | Description |
|---|---|
| Name | da_udv25_danishddt_trf |
| Version | 0.0.1 |
| spaCy | >=3.2.1,<3.3.0 |
| Default Pipeline | experimental_char_ner_tokenizer, transformer, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer |
| Components | experimental_char_ner_tokenizer, transformer, senter, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Universal Dependencies v2.5 (Zeman, Daniel; et al.) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
Label Scheme
<details> <summary>View label scheme (1316 labels for 6 components)</summary>| Component | Labels |
|---|---|
experimental_char_ner_tokenizer | TOKEN |
senter | I, S |
tagger | ADJ, ADP, ADV, AUX, CCONJ, DET, INTJ, NOUN, NUM, PART, PRON, PROPN, PUNCT, SCONJ, SYM, VERB, X |
morphologizer | AdpType=Prep|POS=ADP, Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act, POS=PROPN, Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, POS=SCONJ, Definite=Def|Gender=Com|Number=Sing|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, POS=ADV, Number=Plur|POS=DET|PronType=Dem, Degree=Pos|Number=Plur|POS=ADJ, Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, POS=PUNCT, POS=CCONJ, Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ, Degree=Cmp|POS=ADJ, POS=PRON|PartType=Inf, Gender=Com|Number=Sing|POS=DET|PronType=Ind, Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Definite=Def|Degree=Pos|Number=Sing|POS=ADJ, Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Degree=Pos|POS=ADV, Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, POS=PRON|PronType=Dem, NumType=Card|POS=NUM, Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs, NumType=Ord|POS=ADJ, Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, POS=VERB|VerbForm=Inf|Voice=Act, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass, POS=ADP|PartType=Inf, Degree=Pos|POS=ADJ, Definite=Def|Gender=Com|Number=Plur|POS=NOUN, Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN, POS=AUX|VerbForm=Inf|Voice=Act, Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Gender=Com|Number=Sing|POS=DET|PronType=Dem, Number=Plur|POS=DET|PronType=Ind, Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, POS=PART|PartType=Inf, Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Com|POS=PRON|PronType=Ind, Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Mood=Imp|POS=VERB, Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part, POS=X, Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN, POS=VERB|Tense=Pres|VerbForm=Part, Number=Plur|POS=PRON|PronType=Int,Rel, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, Degree=Cmp|POS=ADV, POS=ADV|PartType=Inf, Degree=Sup|POS=ADV, Number=Plur|POS=PRON|PronType=Dem, Number=Plur|POS=PRON|PronType=Ind, Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|POS=PROPN, POS=ADP, Degree=Cmp|Number=Plur|POS=ADJ, Definite=Def|Degree=Sup|POS=ADJ, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|Number=Sing|POS=ADJ, Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form, Number=Plur|POS=PRON|PronType=Rcp, Case=Gen|Degree=Cmp|POS=ADJ, Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=INTJ, Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form, Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs, Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Number=Sing|POS=PRON|PronType=Int,Rel, Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form, Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel, Definite=Def|Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Definite=Ind|Number=Sing|POS=NOUN, Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, POS=SYM, Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs, Degree=Sup|POS=ADJ, Number=Plur|POS=DET|PronType=Ind|Style=Arch, Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem, Foreign=Yes|POS=X, POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|POS=PRON|PronType=Int,Rel, Gender=Com|Number=Sing|POS=PRON|PronType=Dem, Abbr=Yes|POS=X, Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, Definite=Def|Degree=Abs|POS=ADJ, Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ, Definite=Ind|POS=NOUN, Gender=Com|Number=Plur|POS=NOUN, Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Gender=Com|POS=PRON|PronType=Int,Rel, Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs, Degree=Abs|POS=ADV, POS=VERB|VerbForm=Ger, POS=VERB|Tense=Past|VerbForm=Part, Definite=Def|Degree=Sup|Number=Sing|POS=ADJ, Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form, Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs, Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel, POS=VERB|Tense=Pres, Case=Gen|Number=Plur|POS=DET|PronType=Ind, Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=AUX|Tense=Pres|VerbForm=Part, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Degree=Sup|Number=Plur|POS=ADJ, Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Definite=Ind|Number=Plur|POS=NOUN, Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Mood=Imp|POS=AUX, Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind, Case=Gen|POS=NOUN, Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=DET|PronType=Dem, Definite=Def|Number=Plur|POS=NOUN |
parser | ROOT, acl:relcl, advcl, advmod, amod, appos, aux, case, cc, ccomp, compound:prt, conj, cop, dep, det, discourse, expl, fixed, flat, goeswith, iobj, list, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, obl:loc, obl:tmod, punct, vocative, xcomp |
experimental_edit_tree_lemmatizer | 1, 2, 4, 7, 9, 11, 13, 15, 17, 19, 21, 23, 27, 31, 33, 35, 37, 39, 42, 44, 45, 5, 47, 49, 51, 53, 55, 57, 59, 63, 67, 69, 73, 75, 77, 79, 81, 83, 85, 87, 89, 91, 93, 95, 97, 101, 103, 104, 106, 109, 113, 115, 116, 117, 118, 119, 122, 124, 127, 130, 133, 134, 135, 138, 140, 141, 144, 146, 148, 149, 151, 153, 154, 156, 157, 158, 159, 160, 164, 166, 169, 172, 175, 177, 179, 181, 183, 185, 188, 6, 190, 192, 195, 197, 199, 201, 203, 205, 207, 209, 212, 214, 216, 217, 220, 221, 222, 224, 227, 228, 229, 230, 232, 234, 236, 238, 239, 241, 243, 244, 247, 248, 249, 250, 252, 253, 254, 255, 257, 258, 262, 264, 270, 274, 277, 278, 280, 282, 284, 286, 289, 290, 292, 293, 294, 295, 296, 297, 298, 301, 302, 304, 305, 306, 308, 310, 312, 314, 315, 317, 319, 323, 324, 326, 328, 330, 332, 334, 336, 339, 341, 342, 344, 345, 346, 348, 350, 353, 356, 357, 359, 362, 363, 365, 366, 368, 369, 370, 372, 374, 375, 376, 378, 380, 381, 385, 387, 388, 392, 394, 398, 401, 402, 403, 405, 406, 407, 408, 409, 410, 411, 414, 415, 416, 419, 422, 423, 426, 430, 431, 432, 433, 436, 437, 438, 439, 440, 441, 442, 443, 445, 446, 448, 449, 450, 451, 452, 453, 456, 457, 460, 462, 468, 469, 471, 472, 473, 474, 476, 478, 480, 481, 484, 485, 486, 488, 489, 491, 492, 493, 494, 495, 496, 498, 500, 502, 505, 507, 508, 510, 511, 512, 514, 515, 517, 519, 521, 522, 524, 525, 528, 530, 532, 533, 535, 536, 537, 539, 542, 543, 546, 547, 550, 551, 553, 554, 556, 557, 558, 561, 562, 563, 564, 567, 569, 570, 573, 575, 576, 577, 578, 579, 580, 582, 583, 584, 585, 587, 588, 590, 591, 593, 597, 598, 600, 601, 602, 603, 605, 606, 607, 608, 609, 610, 612, 614, 617, 618, 621, 623, 625, 626, 627, 628, 629, 630, 631, 633, 634, 635, 636, 638, 639, 640, 641, 642, 643, 645, 646, 647, 649, 650, 651, 653, 656, 657, 659, 660, 661, 662, 664, 665, 667, 670, 671, 672, 674, 675, 676, 677, 678, 679, 680, 681, 683, 685, 686, 688, 689, 690, 691, 692, 693, 694, 696, 697, 698, 699, 701, 702, 703, 704, 705, 706, 707, 709, 711, 714, 715, 717, 720, 721, 722, 723, 725, 728, 730, 731, 732, 734, 736, 738, 740, 742, 746, 747, 748, 750, 752, 753, 754, 758, 759, 763, 764, 766, 768, 769, 773, 775, 776, 778, 779, 780, 781, 782, 785, 788, 789, 790, 791, 795, 796, 797, 798, 800, 801, 803, 805, 806, 807, 808, 810, 812, 813, 815, 816, 818, 821, 822, 823, 825, 827, 830, 832, 836, 837, 838, 840, 841, 844, 846, 848, 850, 851, 852, 854, 856, 858, 860, 861, 863, 864, 865, 866, 867, 868, 870, 872, 873, 874, 875, 880, 882, 884, 885, 886, 887, 889, 891, 892, 893, 894, 895, 896, 898, 902, 903, 905, 907, 908, 909, 911, 912, 913, 914, 915, 917, 918, 919, 920, 922, 923, 924, 926, 927, 928, 929, 931, 934, 935, 936, 938, 939, 940, 941, 942, 944, 945, 947, 949, 951, 952, 954, 955, 956, 958, 960, 961, 962, 969, 970, 974, 975, 977, 978, 979, 980, 981, 983, 984, 987, 988, 989, 993, 995, 998, 1000, 1001, 1002, 1004, 1007, 1011, 1012, 1014, 1017, 1018, 1020, 1021, 1022, 1023, 1025, 1026, 1027, 1029, 1030, 1031, 1032, 1033, 1034, 1036, 1037, 1038, 1040, 1042, 1044, 1045, 1048, 1050, 1051, 1053, 1054, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1064, 1066, 1067, 1069, 1070, 1072, 1073, 1076, 1078, 1080, 1081, 1085, 1086, 1087, 1088, 1089, 1090, 1092, 1093, 1094, 1096, 1097, 1098, 1100, 1101, 1102, 1106, 1109, 1110, 1111, 1113, 1114, 1116, 1117, 1119, 1120, 1122, 1123, 1125, 1127, 1128, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1141, 831, 1142, 1143, 1144, 1146, 1148, 1150, 1152, 1153, 1155, 1157, 1158, 1160, 1161, 1162, 1163, 1168, 1170, 1171, 1174, 1175, 1176, 1178, 1181, 1182, 1183, 1185, 1186, 1189, 1191, 1192, 1193, 1194, 1195, 1196, 1198, 1199, 1201, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1218, 1219, 1220, 1222, 1223, 1224, 1225, 1226, 1227, 1229, 1231, 1232, 1235, 1236, 1238, 1239, 1242, 1244, 1247, 1248, 1249, 1250, 1251, 1253, 1255, 1257, 1258, 1259, 1261, 1263, 1265, 1266, 1267, 1269, 1271, 1272, 1273, 1274, 1276, 1277, 1278, 1280, 1281, 1282, 1283, 1285, 1286, 1287, 1288, 1289, 1291, 1293, 1294, 1295, 1297, 1298, 1299, 1300, 1303, 1305, 1307, 1309, 1310, 1311, 1312, 1315, 1316, 1318, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1351, 1352, 1353, 1354, 1355, 1357, 1358, 1359, 1360, 1362, 1364, 1365, 1367, 1368, 1369, 1370, 1371, 1372, 1374, 1376, 1377, 1379, 1380, 1382, 1383, 1384, 1386, 1387, 1389, 1390, 1391, 1392, 1394, 1396, 1398, 1399, 1400, 1401, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1147, 1411, 1413, 1414, 1415, 1418, 1420, 1421, 1422, 1423, 1426, 1427, 1428, 1430, 1431, 1433, 1438, 1439, 1440, 1441, 1442, 1444, 1446, 1448, 1449, 1453, 1454, 1456, 1457, 1459, 1463, 1465, 1466, 1468, 1469, 1470, 1472, 1476, 1478, 1479, 1480, 1481, 1482, 1483, 1485, 1486, 1487, 1488, 1490, 1491, 1493, 1494, 1496, 1498, 1500, 1502, 1503, 1504, 1505, 1506, 1508, 1509, 1511, 1512, 1513, 1514, 1516, 1518, 1519, 1521, 1522, 1524, 1525, 1527, 1533, 1534, 1535, 1536, 1538, 1540, 1541, 1544, 1545, 1547, 1548, 1549, 1550, 1551, 1552, 1556, 1557, 1559, 1560, 1561, 1562, 1563, 1564, 1568, 1569, 1571, 1572, 1574, 1577, 1578, 1579, 1580, 1581, 1583, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1594, 1595, 1596, 1597, 1598, 1599, 1602, 1603, 1605, 1606, 1608, 1610, 1612, 1613, 1614, 1616, 1618, 1619, 1620, 1621, 1622, 1623, 1626, 1627, 1629, 1630, 1631, 1632, 1634, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1644, 1645, 1647, 1649, 1651, 1653, 1656, 1657, 1658, 1659, 1660, 1661, 1663, 1665, 1666, 1667, 1668, 1670, 1673, 1674, 1676, 1677, 1678, 1679, 1680, 1681, 1684, 1685, 1687, 1688, 1689, 1690, 1692, 1693, 1643, 1694, 1695, 1696, 1697, 1699, 1701, 1702, 1704, 1706, 1708, 1710, 1711, 1712, 1714, 1715, 1717, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1732, 1734, 1735, 1737, 1739, 1741, 1742, 1743, 1745, 1747, 1749, 1750, 1751, 1753, 1754, 1756, 1758, 1759, 1760, 1761, 1762, 1764, 1766, 1768, 1769, 1770, 1771, 1772, 1773, 1774 |
Accuracy
| Type | Score |
|---|---|
TOKEN_F | 99.96 |
TOKEN_P | 99.95 |
TOKEN_R | 99.96 |
TOKEN_ACC | 100.00 |
SENTS_F | 96.89 |
SENTS_P | 97.15 |
SENTS_R | 96.63 |
TAG_ACC | 98.49 |
POS_ACC | 98.48 |
MORPH_ACC | 98.20 |
DEP_UAS | 89.67 |
DEP_LAS | 87.29 |
LEMMA_ACC | 97.55 |
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Languages
- da
- Created
- Mar 2, 2022
- Updated
- Dec 10, 2021