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en_udv25_englishewt_trf

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_udv25_englishewt_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - en
license: cc-by-sa-4.0
model-index:
  - name: en_udv25_englishewt_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9636175051
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9693826668
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9690635285
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9735945316
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9190022676
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8942035228
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.906218656

UD v2.5 benchmarking pipeline for UD_English-EWT

Feature Description
Name en_udv25_englishewt_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

View label scheme (1760 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger $, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, GW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, XX, ````
morphologizer Number=Sing|POS=PROPN, POS=PUNCT, Degree=Pos|POS=ADJ, Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin, Definite=Def|POS=DET|PronType=Art, Number=Sing|POS=NOUN, POS=ADP, Number=Sing|POS=DET|PronType=Dem, Definite=Ind|POS=DET|PronType=Art, POS=AUX|VerbForm=Fin, POS=AUX|VerbForm=Inf, POS=VERB|VerbForm=Ger, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, POS=PART, POS=VERB|VerbForm=Inf, POS=SCONJ, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin, POS=VERB|Tense=Past|VerbForm=Part, NumType=Card|POS=NUM, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, POS=AUX|VerbForm=Ger, POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, POS=ADV, Number=Sing|POS=PRON|PronType=Dem, Number=Plur|POS=PROPN, Degree=Pos|NumType=Ord|POS=ADJ, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|POS=PRON|Person=2|PronType=Prs, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=VERB|Tense=Pres|VerbForm=Part, Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=CCONJ, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, POS=PRON|PronType=Rel, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=PRON, Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=AUX|Tense=Past|VerbForm=Part, POS=DET, Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|POS=ADV, Degree=Cmp|POS=ADV, Number=Sing|POS=PRON, Degree=Cmp|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=ADV|PronType=Dem, POS=ADV|PronType=Int, Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Plur|POS=PRON|PronType=Dem, Mood=Imp|POS=VERB|VerbForm=Fin, Degree=Sup|POS=ADJ, POS=PRON|PronType=Int, NumType=Mult|POS=ADV, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, POS=DET|PronType=Int, POS=PRON|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Number=Plur|POS=DET|PronType=Dem, POS=PRON|Poss=Yes|PronType=Int, Case=Acc|POS=PRON|Person=2|PronType=Prs, POS=X, POS=PRON|PronType=Dem, Number=Sing|POS=PROPN|Typo=Yes, POS=ADV|PronType=Rel, Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Degree=Sup|POS=ADV, POS=INTJ, Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Foreign=Yes|POS=X, POS=SYM, Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Mood=Imp|POS=AUX|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Abbr=Yes|POS=CCONJ, POS=SCONJ|Typo=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=SYM, POS=DET|Typo=Yes, Degree=Pos|POS=PROPN, Abbr=Yes|POS=ADP, POS=ADP|Typo=Yes, Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, POS=PRON|Person=2|Poss=Yes|PronType=Prs|Typo=Yes, Abbr=Yes|POS=VERB|Tense=Pres|VerbForm=Part, Abbr=Yes|POS=PART, POS=AUX|Typo=Yes|VerbForm=Fin, Degree=Pos|POS=ADJ|Typo=Yes, POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass, Number=Sing|POS=NOUN|Typo=Yes, Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Abbr=Yes|Number=Sing|POS=NOUN, Degree=Pos|POS=NOUN, POS=CCONJ|Typo=Yes, Number=Sing|POS=X, Abbr=Yes|POS=SCONJ, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, Mood=Ind|POS=AUX|Tense=Pres|Typo=Yes|VerbForm=Fin, POS=ADV|Typo=Yes, Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Number=Sing|POS=NUM, POS=PRON|Poss=Yes|PronType=Rel, Abbr=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin, Abbr=Yes|POS=INTJ, Abbr=Yes|POS=VERB|VerbForm=Inf, Abbr=Yes|Number=Sing|POS=PRON, Abbr=Yes|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Abbr=Yes|POS=PRON|PronType=Int, Abbr=Yes|POS=AUX|VerbForm=Fin, Abbr=Yes|POS=ADV, Abbr=Yes|Number=Plur|POS=NOUN, Abbr=Yes|Mood=Ind|POS=AUX|Tense=Pres|Typo=Yes|VerbForm=Fin, POS=ADJ, Number=Plur|POS=NOUN|Typo=Yes, POS=DET|PronType=Rel|Typo=Yes, POS=PART|Typo=Yes, Abbr=Yes|POS=DET, POS=DET|PronType=Dem, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes, Degree=Pos|NumType=Ord|POS=ADV, POS=NOUN, Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Typo=Yes, POS=PRON|Typo=Yes, Number=Plur|POS=VERB, POS=VERB|Typo=Yes|VerbForm=Inf, Mood=Ind|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Fin, Mood=Imp|POS=AUX|VerbForm=Inf, Abbr=Yes|Mood=Imp|POS=VERB|VerbForm=Fin, Abbr=Yes|Case=Nom|POS=PRON|Person=2|PronType=Prs, POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part, Mood=Ind|POS=AUX|Tense=Past|Typo=Yes|VerbForm=Fin, Mood=Ind|POS=VERB|Tense=Pres|Typo=Yes|VerbForm=Fin, Number=Plur|POS=PRON|Person=1|PronType=Prs, POS=VERB|Typo=Yes|VerbForm=Ger, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin, Abbr=Yes|POS=PRON, Abbr=Yes|Number=Plur|POS=NOUN|Typo=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes, Abbr=Yes|Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs
parser ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, cc:preconj, ccomp, compound, compound:prt, conj, cop, csubj, dep, det, det:predet, discourse, expl, fixed, flat, flat:foreign, goeswith, iobj, list, mark, nmod, nmod:npmod, nmod:poss, nmod:tmod, nsubj, nsubj:pass, nummod, obj, obl, obl:npmod, obl:tmod, orphan, parataxis, punct, reparandum, vocative, xcomp
experimental_edit_tree_lemmatizer 0, 2, 4, 6, 8, 10, 12, 13, 15, 17, 19, 21, 23, 26, 28, 29, 30, 32, 34, 36, 39, 42, 43, 45, 47, 49, 51, 53, 55, 57, 59, 61, 62, 64, 67, 69, 71, 73, 75, 77, 79, 81, 83, 85, 87, 1, 89, 90, 92, 94, 95, 97, 99, 101, 105, 106, 108, 110, 111, 112, 113, 115, 117, 119, 121, 122, 124, 125, 126, 127, 128, 129, 130, 132, 133, 136, 137, 138, 139, 142, 143, 145, 150, 153, 156, 157, 159, 162, 163, 164, 167, 169, 171, 174, 176, 177, 179, 182, 184, 187, 189, 191, 193, 194, 197, 198, 201, 203, 204, 208, 210, 211, 213, 214, 215, 217, 220, 221, 224, 225, 227, 229, 231, 233, 235, 236, 239, 241, 242, 244, 246, 247, 248, 249, 250, 251, 252, 254, 256, 258, 259, 261, 263, 264, 265, 266, 269, 270, 272, 273, 274, 276, 277, 278, 281, 283, 72, 285, 287, 288, 291, 292, 293, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 315, 316, 317, 318, 319, 320, 322, 88, 324, 327, 328, 332, 336, 337, 338, 340, 341, 342, 343, 344, 347, 349, 350, 351, 352, 353, 354, 356, 357, 358, 360, 361, 362, 363, 364, 365, 366, 367, 369, 373, 375, 376, 377, 378, 379, 144, 381, 383, 384, 386, 387, 389, 390, 393, 394, 396, 397, 398, 399, 402, 405, 407, 408, 410, 411, 412, 413, 414, 416, 418, 419, 421, 422, 423, 424, 426, 428, 429, 430, 432, 434, 436, 437, 438, 441, 442, 443, 444, 445, 446, 447, 260, 448, 452, 453, 454, 455, 456, 457, 458, 460, 461, 462, 463, 464, 465, 466, 467, 409, 468, 469, 470, 471, 472, 473, 476, 477, 481, 484, 486, 487, 488, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 503, 504, 506, 507, 508, 509, 511, 512, 513, 514, 515, 516, 517, 518, 519, 107, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 531, 533, 534, 537, 538, 542, 543, 544, 545, 546, 547, 548, 549, 550, 553, 554, 557, 558, 560, 561, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 586, 587, 588, 589, 590, 591, 592, 594, 595, 76, 596, 597, 598, 600, 601, 602, 149, 603, 604, 605, 606, 607, 608, 609, 490, 610, 611, 96, 255, 614, 617, 619, 620, 621, 622, 623, 624, 626, 627, 628, 630, 632, 633, 635, 638, 639, 640, 641, 644, 647, 650, 654, 657, 659, 173, 661, 662, 663, 664, 668, 669, 670, 671, 673, 676, 677, 678, 680, 682, 158, 91, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 695, 697, 699, 700, 701, 183, 702, 703, 704, 706, 707, 709, 711, 713, 485, 714, 716, 717, 718, 719, 720, 721, 722, 723, 724, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 741, 742, 744, 745, 746, 748, 749, 752, 753, 754, 755, 756, 757, 759, 760, 762, 763, 764, 765, 768, 769, 772, 774, 775, 776, 777, 781, 782, 783, 784, 785, 786, 787, 788, 789, 78, 791, 794, 795, 796, 798, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 822, 823, 824, 825, 826, 827, 828, 829, 830, 131, 831, 631, 832, 833, 834, 838, 839, 841, 842, 843, 844, 845, 846, 847, 849, 792, 850, 851, 852, 853, 856, 857, 858, 859, 860, 861, 862, 864, 865, 715, 866, 867, 868, 869, 870, 871, 872, 873, 877, 878, 879, 881, 882, 883, 885, 886, 887, 888, 848, 889, 890, 891, 892, 893, 894, 895, 896, 900, 901, 902, 903, 905, 907, 908, 911, 912, 913, 914, 918, 919, 920, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 52, 934, 935, 937, 939, 941, 943, 944, 945, 946, 947, 950, 951, 952, 954, 955, 956, 957, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 374, 978, 979, 980, 982, 983, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 998, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1012, 1016, 1020, 1021, 1023, 1024, 1025, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 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, 642, 1066, 1067, 1068, 1069, 1071, 1072, 1073, 1074, 1079, 1080, 1081, 1082, 1083, 1085, 1087, 1088, 1089, 1090, 559, 1092, 1093, 1094, 1096, 1097, 1098, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1109, 1110, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1122, 1123, 1124, 1126, 1127, 1128, 1129, 1130, 1132, 1134, 1137, 1138, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1150, 1152, 1161, 1162, 1163, 1164, 1165, 1169, 1170, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1181, 1182, 1183, 1186, 1187, 1188, 1190, 1191, 1192, 1111, 1193, 1194, 1195, 1196, 1198, 1200, 1201, 1202, 1203, 1204, 1208, 1211, 1213, 1215, 1216, 1217, 1218, 1219, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1230, 1231, 1232, 1234, 1235, 1249, 1250, 1252, 1253, 1254, 1255, 1257, 1258, 1260, 1262, 1263, 1264, 1265, 1266, 1267, 1269, 1272, 7, 1274, 1276, 1277, 1278, 1280, 1282, 1283, 1284, 1285, 1286, 1287, 1289, 1290, 1291, 1293, 1295, 1298, 1302, 1303, 1311, 1312, 1313, 1314, 1316, 1318, 1317, 1320, 1322, 1323, 192, 1324, 1326, 1327, 234, 1329, 1330, 1331, 1332, 747, 1333, 1334, 1335, 1336, 1337, 1339, 1340, 1341, 1342, 1344, 1346, 1350, 1351, 1352, 1355, 1357, 1358, 1360, 1361, 1362, 1363, 1364, 1365, 1367, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1378, 1380, 1382, 1384, 1385, 1386, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1399, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1416, 1418, 1419, 1420, 1421, 1422, 188, 1423, 1424, 1425, 1426, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 148, 1436, 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, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1474, 1475, 1478, 1481, 1484, 1486, 1488, 1489, 1473, 1490, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 44, 1506, 1511, 1513, 1515, 1517, 1518, 1522, 1523, 1525, 1528, 1530, 1531, 1532, 1534, 1536, 1537, 1538, 1539, 1540, 1541, 1543, 1546, 1547, 1548, 1549, 1551, 1552, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1588, 1590, 1591, 1592, 1594, 1597, 1598, 1599, 1601, 168, 1602, 1603, 1605, 1607, 1608, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1632, 1554, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1642, 1647, 1648, 1649, 1651, 1653, 1654, 1655, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1730, 1732, 1734, 1735, 1736, 1737, 1738, 1740, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1754, 1755, 1756, 1758, 1760, 1761, 1762, 1763, 1766, 1767, 1768, 1769, 1770, 1772, 1775, 1778, 1779, 1784, 1787, 1788, 1789, 1790, 1791, 1793, 1795, 1796, 1798, 1800, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1818, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1855, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1866, 1867, 1868, 1869, 1872, 1873, 1876, 1877, 1878, 1879, 1880, 1881, 1883, 1884, 1886, 1887, 1888, 1893, 1752, 1896, 1897, 1899, 1900, 1901, 1906, 1907, 1908, 1910, 1911, 1912, 1913, 1916, 1917, 1918, 1919, 1920, 1922, 1923, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1120, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1982, 1985, 1987, 1988, 1989, 1990, 1992, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2003, 2006, 152, 2007, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026, 2029, 2030, 2031, 2032, 2033, 2034, 2035, 2037, 2038, 2039, 2040, 2041, 2042, 2043, 2044, 2045, 2047

Accuracy

Type Score
TOKEN_F 99.15
TOKEN_P 99.18
TOKEN_R 99.11
TOKEN_ACC 99.83
SENTS_F 90.62
SENTS_P 90.99
SENTS_R 90.26
TAG_ACC 96.36
POS_ACC 96.94
MORPH_ACC 96.91
DEP_UAS 91.90
DEP_LAS 89.42
LEMMA_ACC 97.36