{ "lang":"id", "name":"udv25_indonesiangsd_trf", "version":"0.0.1", "description":"UD v2.5 benchmarking pipeline for UD_Indonesian-GSD", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"CC BY-SA 4.0", "spacy_version":">=3.2.1,<3.3.0", "spacy_git_version":"800737b41", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "experimental_char_ner_tokenizer":[ "TOKEN" ], "transformer":[ ], "senter":[ "I", "S" ], "tagger":[ "APP", "ASP", "ASP+PS2", "ASP+PS3", "ASP+T--", "ASS", "ASS+PS3", "B--", "B--+PS3", "B--+T--", "CC-", "CC-+PS3", "CC-+T--", "CD-", "CD-+PS3", "CO-", "CO-+PS3", "D--", "D--+PS2", "D--+PS3", "D--+T--", "F--", "F--+PS1", "F--+PS2", "F--+PS3", "F--+T--", "G--", "G--+PS3", "G--+T--", "H--", "H--+T--", "I--", "M--", "M--+PS3", "M--+T--", "NOUN", "NPD", "NPD+PS2", "NPD+PS3", "NSD", "NSD+PS1", "NSD+PS2", "NSD+PS3", "NSD+T--", "NSF", "NSM", "NSM+PS3", "NUM", "O--", "PP1", "PP1+T--", "PP2", "PP3", "PP3+T--", "PROPN", "PS1", "PS1+VSA", "PS1+VSA+T--", "PS2", "PS2+VSA", "PS3", "PUNCT", "R--", "R--+PS1", "R--+PS2", "R--+PS3", "S--", "S--+PS3", "T--", "VERB", "VPA", "VSA", "VSA+PS1", "VSA+PS2", "VSA+PS3", "VSA+T--", "VSP", "VSP+PS3", "VSP+T--", "W--", "W--+T--", "X", "X--", "Z--" ], "morphologizer":[ "POS=PROPN", "POS=AUX", "POS=DET|PronType=Ind", "Number=Sing|POS=NOUN", "POS=PRON|PronType=Rel", "Number=Sing|POS=VERB|Voice=Pass", "POS=ADP", "POS=PUNCT", "Number=Sing|POS=PROPN", "POS=NOUN", "POS=ADV", "POS=CCONJ", "Number=Sing|POS=VERB|Voice=Act", "POS=VERB", "POS=DET|PronType=Tot", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3", "POS=SCONJ", "Number=Plur|POS=PRON|Person=3|PronType=Prs", "POS=DET|PronType=Dem", "NumType=Card|POS=NUM", "Degree=Pos|Number=Sing|POS=NOUN", "Degree=Pos|Number=Sing|POS=ADJ", "NumType=Card|POS=DET|PronType=Ind", "Degree=Pos|Number=Sing|POS=ADP", "Number[psor]=Sing|POS=NOUN|Person[psor]=3", "Number=Sing|POS=VERB", "POS=PRON|PronType=Int", "Number=Sing|POS=ADV|Voice=Act", "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3|Voice=Act", "Number=Sing|POS=ADP|Voice=Act", "POS=ADJ", "Number[psor]=Sing|POS=ADP|Person[psor]=3", "Degree=Pos|Number=Sing|POS=DET", "Degree=Pos|Number=Sing|POS=VERB", "POS=PRON|PronType=Dem", "POS=PART|Polarity=Neg", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3", "Number=Sing|POS=PRON|Person=1|Polite=Form|PronType=Prs", "Number=Sing|POS=ADJ", "Number=Sing|POS=PRON|Person=3|PronType=Prs", "POS=SYM", "POS=ADV|PronType=Int", "Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Number=Sing|POS=ADJ|Voice=Act", "Degree=Pos|Number=Sing|POS=PROPN", "Degree=Pos|Number=Sing|POS=ADV", "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3|Voice=Pass", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3|Voice=Act", "Number=Sing|POS=PROPN|Voice=Act", "Number=Sing|POS=NOUN|Voice=Act", "POS=DET", "Number=Sing|POS=DET|Voice=Act", "NumType=Card|POS=PRON|PronType=Ind", "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3", "Number=Sing|POS=DET", "Number=Sing|POS=ADJ|Voice=Pass", "POS=CCONJ|PronType=Dem", "Number=Sing|POS=ADP", "Number=Sing|POS=ADV", "Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs", "Number[psor]=Sing|POS=NOUN|Person[psor]=2", "Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=2", "Number=Sing|POS=PRON", "POS=PRON", "NumType=Card|POS=ADV|PronType=Ind", "NumType=Card|Number[psor]=Sing|POS=NUM|Person[psor]=3", "Number=Sing|POS=PRON|Person=3|Polite=Form|PronType=Prs", "POS=DET|PronType=Int", "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3", "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=1", "Degree=Pos|Number=Sing|POS=SCONJ", "POS=PRON|PronType=Ind", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3|Voice=Pass", "POS=VERB|PronType=Ind", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3", "Number=Sing|POS=SCONJ", "Degree=Sup|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3", "Number=Plur|Number[psor]=Sing|POS=NOUN|Person[psor]=3", "Number=Plur|POS=NOUN", "POS=ADV|PronType=Dem", "Number=Sing|POS=VERB|Person=1|Voice=Act", "Degree=Sup|Number=Sing|POS=ADJ", "Number=Sing|POS=ADP|Voice=Pass", "Number[psor]=Sing|POS=PART|Person[psor]=3", "Number=Sing|POS=NOUN|Voice=Pass", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=CCONJ|Person[psor]=3", "POS=PART", "Number=Sing|Number[psor]=Sing|POS=PART|Person[psor]=3|Voice=Pass", "Degree=Sup|Number=Sing|POS=ADV", "Number=Sing|POS=PRON|Voice=Act", "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3|Voice=Act", "Gender=Masc|Number=Sing|POS=PROPN", "Number[psor]=Sing|POS=PRON|Person[psor]=3|PronType=Tot", "Degree=Pos|Number=Sing|POS=X", "POS=PRON|PronType=Tot", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3", "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=2", "POS=SCONJ|PronType=Int", "Number=Plur|POS=PRON|Person=2|PronType=Prs", "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=1|Voice=Act", "Number[psor]=Sing|POS=DET|Person[psor]=3", "Number=Sing|Number[psor]=Sing|POS=PRON|Person[psor]=3", "Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Number=Plur|POS=VERB|Voice=Act", "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=3|Voice=Act", "Degree=Pos|Number=Sing|POS=NOUN|Polarity=Neg", "POS=X", "Number[psor]=Sing|POS=ADJ|Person[psor]=3", "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=3", "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs", "Number=Sing|POS=PRON|Person=1|Polite=Infm|PronType=Prs", "Number=Sing|POS=PROPN|Voice=Pass", "POS=ADV|Polarity=Neg", "NumType=Card|Number=Sing|POS=NUM", "Number[psor]=Sing|POS=ADV|Person[psor]=2", "Number[psor]=Sing|POS=ADV|Person[psor]=3", "Degree=Sup|Number=Sing|POS=PROPN", "POS=PROPN|Polarity=Neg", "Number=Sing|Number[psor]=Sing|POS=VERB|Person[psor]=2|Voice=Act", "Number=Sing|POS=PROPN|Person=1|Voice=Act", "POS=SCONJ|PronType=Dem", "Number=Sing|Number[psor]=Sing|POS=ADV|Person[psor]=2|Voice=Act", "Number=Sing|POS=CCONJ", "Degree=Sup|Number=Sing|POS=VERB", "Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3", "Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3|Voice=Act", "Degree=Pos|Number=Sing|POS=PRON", "Number=Sing|POS=ADV|Voice=Pass", "Number[psor]=Sing|POS=ADP|Person[psor]=2", "Number=Sing|POS=SYM", "POS=ADJ|Polarity=Neg", "Degree=Pos|NumType=Card|Number=Sing|POS=NUM", "Number=Sing|Number[psor]=Sing|POS=SCONJ|Person[psor]=3", "Degree=Pos|Number=Sing|POS=CCONJ", "Number[psor]=Sing|POS=NOUN|Person[psor]=1", "Number=Sing|POS=CCONJ|Voice=Act", "Gender=Masc|Number=Sing|POS=NOUN", "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3|Voice=Pass", "Gender=Fem|Number=Sing|POS=PROPN", "POS=VERB|PronType=Dem", "Number=Sing|POS=PRON|Person=2|PronType=Prs", "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3", "Number=Sing|POS=PART|Voice=Act", "Degree=Sup|Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=3", "POS=ADP|PronType=Int", "Number[psor]=Sing|POS=VERB|Person[psor]=3", "Number[psor]=Sing|POS=PRON|Person[psor]=3|PronType=Rel", "Degree=Pos|Number=Sing|POS=AUX", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1", "Number=Sing|POS=SCONJ|Voice=Pass", "Degree=Sup|Number=Sing|POS=ADP", "Number=Sing|POS=SCONJ|Voice=Act", "NumType=Card|POS=DET|PronType=Int", "Degree=Pos|Number=Sing|POS=PART|Polarity=Neg", "Degree=Sup|Number=Sing|POS=SCONJ", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=1|Voice=Act", "Number=Plur|POS=ADJ", "POS=VERB|PronType=Int", "Number=Sing|POS=VERB|Person=2|Voice=Act", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=2", "Gender=Masc|Number=Sing|POS=ADJ", "Number[psor]=Sing|POS=ADV|Person[psor]=3|PronType=Tot", "POS=DET|PronType=Rel", "Number=Sing|POS=NOUN|Polarity=Neg", "Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=2", "NumType=Card|Number=Sing|POS=NUM|Voice=Act", "Degree=Pos|Number=Plur|POS=ADJ", "Number[psor]=Sing|POS=DET|Person[psor]=3|PronType=Tot", "Number[psor]=Sing|POS=PROPN|Person[psor]=1", "Gender=Fem|Number=Sing|POS=NOUN", "Number=Sing|POS=VERB|Person=1", "Degree=Pos|Number=Sing|Number[psor]=Sing|POS=PROPN|Person[psor]=3", "NumType=Card|Number[psor]=Sing|POS=DET|Person[psor]=3|PronType=Ind", "POS=ADV|PronType=Tot", "Degree=Pos|Number=Plur|POS=ADV", "Number=Plur|POS=ADV|Voice=Act", "POS=CCONJ|PronType=Int", "Degree=Pos|Number=Sing|POS=PART", "Number[psor]=Sing|POS=PRON|Person[psor]=2", "Number=Plur|POS=VERB", "Number=Sing|Number[psor]=Sing|POS=ADJ|Person[psor]=3|Voice=Pass", "Degree=Pos|Number=Sing|POS=PUNCT", "Number[psor]=Sing|POS=ADP|Person[psor]=1", "Degree=Sup|Number=Sing|POS=NOUN", "Number[psor]=Sing|POS=PART|Person[psor]=3|Polarity=Neg", "Number=Sing|Number[psor]=Sing|POS=ADP|Person[psor]=3|Voice=Act", "POS=NOUN|Polarity=Neg", "Number[psor]=Sing|POS=PROPN|Person[psor]=2", "Number=Sing|Number[psor]=Sing|POS=NOUN|Person[psor]=2|Voice=Act" ], "parser":[ "ROOT", "acl", "advcl", "advmod", "amod", "appos", "case", "cc", "ccomp", "compound", "compound:plur", "conj", "cop", "csubj", "csubj:pass", "dep", "det", "fixed", "flat", "iobj", "mark", "nmod", "nsubj", "nsubj:pass", "nummod", "obj", "obl", "parataxis", "punct", "xcomp" ], "experimental_edit_tree_lemmatizer":[ 1, 2, 4, 6, 8, 10, 12, 15, 19, 22, 24, 26, 27, 29, 30, 31, 34, 36, 37, 40, 42, 44, 46, 48, 50, 51, 53, 54, 56, 58, 47, 59, 62, 64, 66, 68, 70, 71, 3, 72, 74, 75, 77, 78, 79, 81, 84, 86, 87, 88, 89, 92, 11, 93, 95, 96, 97, 98, 99, 101, 103, 105, 106, 107, 108, 110, 111, 113, 115, 116, 118, 120, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 134, 135, 137, 140, 142, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 43, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 168, 170, 171, 172, 174, 175, 177, 178, 179, 180, 181, 182, 183, 25, 184, 185, 186, 187, 188, 190, 192, 193, 194, 196, 57, 197, 198, 199, 201, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 217, 218, 219, 220, 221, 223, 225, 227, 228, 230, 232, 234, 236, 237, 238, 240, 242, 243, 244, 246, 247, 248, 249, 250, 251, 252, 253, 254, 256, 257, 258, 260, 261, 262, 263, 264, 266, 267, 268, 269, 270, 272, 41, 273, 274, 275, 276, 277, 278, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 297, 298, 299, 300, 301, 302, 303, 304, 306, 307, 308, 309, 310, 312, 313, 314, 317, 315, 318, 320, 321, 322, 323, 324, 9, 325, 326, 327, 329, 330, 331, 332, 333, 334, 336, 337, 339, 341, 342, 343, 345, 346, 347, 348, 80, 241, 349, 350, 351, 353, 354, 355, 356, 357, 358, 359, 360, 361, 363, 49, 364, 365, 366, 23, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 378, 379, 380, 381, 382, 383, 385, 386, 387, 388, 389, 390, 391, 393, 394, 45, 35, 395, 396, 63, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 412, 413, 415, 416, 417, 419, 421, 422, 173, 28, 424, 425, 426, 427, 428, 429, 430, 431, 432, 434, 435, 437, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 450, 451, 453, 454, 455, 457, 459, 461, 463, 464, 465, 466, 467, 469, 470, 0, 471, 472, 473, 474, 475, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 489, 490, 491, 493, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 52, 506, 507, 508, 509, 510, 511, 512, 514, 515, 516, 519, 520, 67, 522, 523, 525, 526, 527, 528, 529, 530, 531, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 548, 549, 551, 553, 554, 555, 556, 557, 559, 560, 561, 562, 563, 564, 565, 566, 568, 569, 570, 571, 572, 573, 575, 576, 577, 578, 579, 513, 580, 582, 583, 584, 586, 587, 588, 589, 591, 592, 593, 594, 595, 597, 599, 600, 602, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 623, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 644, 645, 646, 647, 648, 649, 651, 652, 653, 655, 656, 657, 658, 659, 660, 661, 662, 664, 665, 666, 667, 668, 669, 670, 672, 674, 675, 676, 677, 169, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 7, 691, 692, 693, 694, 695, 696, 697, 698, 699, 701, 702, 703, 704, 705, 706, 708, 709, 710, 711, 712, 713, 715, 717, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 752, 753, 754, 755, 756, 757, 758, 760, 761, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 65, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 788, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 145, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 815, 817, 818, 819, 820, 821, 822, 823, 824, 826, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 843, 845, 847, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 5, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 884, 885, 887, 888, 889, 891, 892, 893, 894, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 69, 909, 910, 912, 913, 914, 915, 916, 917, 919, 920, 921, 922, 923, 924, 925, 926, 927, 929, 229, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 944, 945, 946, 947, 948, 949, 950, 951, 953, 954, 955, 956, 957, 958, 959, 960, 962, 963, 964, 965, 967, 968, 969, 970, 971, 972, 973, 974, 976, 977, 978, 979, 980, 981, 982, 983, 984, 986, 987, 988, 990, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1012, 1014, 1015, 1016, 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, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1062, 1063, 1064, 1065, 1066, 1068, 1069, 1070, 1072, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1082, 1083, 1085, 1086, 1087, 1088, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 673, 1102, 1103, 1104, 1106, 1108, 1109, 1110, 1111, 1115, 1116, 1119, 1120, 1089, 418, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1134, 1136, 1137, 1138, 1139, 1140, 1141, 1133, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1153, 1154, 1156, 1157, 1158, 1159, 1160, 1162, 1164, 1165, 377, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1179, 1180, 1181, 1182, 191, 1183, 1184, 1185, 1186, 1187, 1188, 1190, 1191, 1192, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201 ] }, "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" ], "disabled":[ "senter" ], "sources":[ { "name":"Universal Dependencies v2.5", "url":"https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105", "author":"Zeman, Daniel; et al." } ], "performance":{ "token_f":0.9998810704, "token_p":0.9998414334, "token_r":0.9999207104, "token_acc":1.0, "sents_f":0.9297777778, "sents_p":0.9240282686, "sents_r":0.9355992844, "tag_acc":0.9479067555, "pos_acc":0.9316523945, "morph_acc":0.9590072946, "morph_per_feat":{ "Number":{ "p":0.9958750737, "r":0.9763142692, "f":0.9859976663 }, "Voice":{ "p":0.9778305622, "r":0.9633385335, "f":0.9705304519 }, "PronType":{ "p":0.9815498155, "r":0.9602888087, "f":0.9708029197 }, "Polarity":{ "p":1.0, "r":0.9615384615, "f":0.9803921569 }, "Degree":{ "p":0.968847352, "r":0.876056338, "f":0.9201183432 }, "NumType":{ "p":0.9581280788, "r":0.8861047836, "f":0.9207100592 }, "Person":{ "p":0.9913043478, "r":0.9193548387, "f":0.9539748954 }, "Number[psor]":{ "p":1.0, "r":0.9746192893, "f":0.9871465296 }, "Person[psor]":{ "p":1.0, "r":0.9746192893, "f":0.9871465296 }, "Polite":{ "p":1.0, "r":0.9090909091, "f":0.9523809524 }, "Gender":{ "p":1.0, "r":0.75, "f":0.8571428571 }, "Clusivity":{ "p":1.0, "r":1.0, "f":1.0 } }, "dep_uas":0.8615977082, "dep_las":0.7838256704, "dep_las_per_type":{ "nsubj":{ "p":0.856010568, "r":0.8674698795, "f":0.8617021277 }, "compound":{ "p":0.7631578947, "r":0.7602996255, "f":0.7617260788 }, "root":{ "p":0.871024735, "r":0.8819320215, "f":0.8764444444 }, "obj":{ "p":0.8394415358, "r":0.8453427065, "f":0.8423817863 }, "case":{ "p":0.9217741935, "r":0.9232633279, "f":0.9225181598 }, "obl":{ "p":0.7730600293, "r":0.7927927928, "f":0.7828020756 }, "amod":{ "p":0.6881959911, "r":0.619238477, "f":0.6518987342 }, "conj":{ "p":0.6763565891, "r":0.6660305344, "f":0.6711538462 }, "cc":{ "p":0.8640226629, "r":0.8519553073, "f":0.8579465541 }, "acl":{ "p":0.6332378223, "r":0.6480938416, "f":0.6405797101 }, "flat":{ "p":0.825210084, "r":0.8421955403, "f":0.8336162988 }, "advmod":{ "p":0.7973977695, "r":0.8330097087, "f":0.8148148148 }, "nmod":{ "p":0.6428571429, "r":0.6065217391, "f":0.6241610738 }, "nsubj:pass":{ "p":0.7824267782, "r":0.8617511521, "f":0.8201754386 }, "det":{ "p":0.807424594, "r":0.7873303167, "f":0.7972508591 }, "dep":{ "p":0.4047619048, "r":0.2741935484, "f":0.3269230769 }, "fixed":{ "p":0.7142857143, "r":0.6140350877, "f":0.6603773585 }, "mark":{ "p":0.7045454545, "r":0.7251461988, "f":0.7146974063 }, "cop":{ "p":0.9714285714, "r":0.9807692308, "f":0.976076555 }, "nummod":{ "p":0.8203309693, "r":0.8032407407, "f":0.8116959064 }, "appos":{ "p":0.6363636364, "r":0.6791044776, "f":0.6570397112 }, "xcomp":{ "p":0.5103448276, "r":0.5692307692, "f":0.5381818182 }, "ccomp":{ "p":0.3783783784, "r":0.2641509434, "f":0.3111111111 }, "advcl":{ "p":0.3780487805, "r":0.4305555556, "f":0.4025974026 }, "compound:plur":{ "p":0.9411764706, "r":0.9275362319, "f":0.9343065693 }, "parataxis":{ "p":0.3823529412, "r":0.2765957447, "f":0.3209876543 }, "iobj":{ "p":0.0, "r":0.0, "f":0.0 }, "csubj":{ "p":0.0, "r":0.0, "f":0.0 }, "csubj:pass":{ "p":0.0, "r":0.0, "f":0.0 } }, "lemma_acc":0.9804947669 }, "requirements":[ "spacy-transformers>=1.1.3,<1.2.0", "spacy-experimental>=0.2.0,<0.3.0" ] }