| { | |
| "lang":"sv", | |
| "name":"pipeline", | |
| "version":"0.0.0", | |
| "description":"This is a transformer-based pipeline for Swedish, which includes tagger, parser, ner and lemmatizer modules. The model was trained on UD Treebanks and the SUC 3.0 dataset at the National Library of Sweden by KBLab. Warning: the lemmatizer is not based on a statistical model and its performance is a bit erratic, so use at your own risk!", | |
| "author":"KBLab", | |
| "email":"elena.fano@kb.se", | |
| "url":"https://kb-labb.github.io/", | |
| "license":"mit", | |
| "spacy_version":">=3.0.6,<3.1.0", | |
| "spacy_git_version":"91a3cab1c", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "tagger":[ | |
| "ADJ", | |
| "ADP", | |
| "ADV", | |
| "AUX", | |
| "CCONJ", | |
| "DET", | |
| "INTJ", | |
| "NOUN", | |
| "NUM", | |
| "PART", | |
| "PRON", | |
| "PROPN", | |
| "PUNCT", | |
| "SCONJ", | |
| "SYM", | |
| "VERB", | |
| "X" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl", | |
| "acl:cleft", | |
| "acl:relcl", | |
| "advcl", | |
| "advmod", | |
| "amod", | |
| "appos", | |
| "aux", | |
| "aux:pass", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound", | |
| "compound:prt", | |
| "conj", | |
| "cop", | |
| "csubj", | |
| "dep", | |
| "det", | |
| "discourse", | |
| "dislocated", | |
| "expl", | |
| "fixed", | |
| "flat", | |
| "flat:name", | |
| "iobj", | |
| "mark", | |
| "nmod", | |
| "nmod:poss", | |
| "nsubj", | |
| "nsubj:pass", | |
| "nummod", | |
| "obj", | |
| "obl", | |
| "obl:agent", | |
| "parataxis", | |
| "punct", | |
| "xcomp" | |
| ], | |
| "transformer_ner":[ | |
| ], | |
| "ner":[ | |
| "EVN", | |
| "LOC", | |
| "LOC/LOC", | |
| "LOC/ORG", | |
| "LOC/PRS", | |
| "MSR", | |
| "OBJ", | |
| "ORG", | |
| "ORG/PRS", | |
| "PRS", | |
| "PRS/WRK", | |
| "TME", | |
| "WRK" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "tagger", | |
| "parser", | |
| "transformer_ner", | |
| "ner", | |
| "attribute_ruler", | |
| "lemmatizer" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "tagger", | |
| "parser", | |
| "transformer_ner", | |
| "ner", | |
| "attribute_ruler", | |
| "lemmatizer" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "dep_las_per_type":{ | |
| "nsubj":{ | |
| "p":0.9362389023, | |
| "r":0.9411764706, | |
| "f":0.9387011936 | |
| }, | |
| "root":{ | |
| "p":0.9250960307, | |
| "r":0.9407552083, | |
| "f":0.9328599096 | |
| }, | |
| "case":{ | |
| "p":0.9461899603, | |
| "r":0.953073845, | |
| "f":0.9496194273 | |
| }, | |
| "det":{ | |
| "p":0.9752342704, | |
| "r":0.976541555, | |
| "f":0.9758874749 | |
| }, | |
| "obl":{ | |
| "p":0.8194130926, | |
| "r":0.829240434, | |
| "f":0.8242974737 | |
| }, | |
| "nsubj:pass":{ | |
| "p":0.905511811, | |
| "r":0.905511811, | |
| "f":0.905511811 | |
| }, | |
| "acl:relcl":{ | |
| "p":0.8390501319, | |
| "r":0.8548387097, | |
| "f":0.8468708389 | |
| }, | |
| "advmod":{ | |
| "p":0.8364808844, | |
| "r":0.8578176665, | |
| "f":0.8470149254 | |
| }, | |
| "amod":{ | |
| "p":0.9642160052, | |
| "r":0.9530546624, | |
| "f":0.9586028461 | |
| }, | |
| "obl:agent":{ | |
| "p":0.5454545455, | |
| "r":0.6, | |
| "f":0.5714285714 | |
| }, | |
| "aux":{ | |
| "p":0.9682320442, | |
| "r":0.972260749, | |
| "f":0.9702422145 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.9770642202, | |
| "r":0.97856049, | |
| "f":0.9778117827 | |
| }, | |
| "obj":{ | |
| "p":0.9472182596, | |
| "r":0.9215822346, | |
| "f":0.9342244108 | |
| }, | |
| "nmod":{ | |
| "p":0.7784926471, | |
| "r":0.7763519707, | |
| "f":0.7774208352 | |
| }, | |
| "mark":{ | |
| "p":0.9313408724, | |
| "r":0.9194577352, | |
| "f":0.9253611557 | |
| }, | |
| "advcl":{ | |
| "p":0.7108910891, | |
| "r":0.7108910891, | |
| "f":0.7108910891 | |
| }, | |
| "cop":{ | |
| "p":0.8858921162, | |
| "r":0.9364035088, | |
| "f":0.9104477612 | |
| }, | |
| "xcomp":{ | |
| "p":0.8351955307, | |
| "r":0.7400990099, | |
| "f":0.7847769029 | |
| }, | |
| "cc":{ | |
| "p":0.9250440917, | |
| "r":0.9242290749, | |
| "f":0.9246364037 | |
| }, | |
| "conj":{ | |
| "p":0.7889060092, | |
| "r":0.7810831426, | |
| "f":0.7849750862 | |
| }, | |
| "appos":{ | |
| "p":0.4180327869, | |
| "r":0.4146341463, | |
| "f":0.4163265306 | |
| }, | |
| "acl":{ | |
| "p":0.7630057803, | |
| "r":0.6470588235, | |
| "f":0.700265252 | |
| }, | |
| "iobj":{ | |
| "p":0.813559322, | |
| "r":0.8, | |
| "f":0.8067226891 | |
| }, | |
| "compound:prt":{ | |
| "p":0.8035714286, | |
| "r":0.7287449393, | |
| "f":0.7643312102 | |
| }, | |
| "fixed":{ | |
| "p":0.8652849741, | |
| "r":0.7713625866, | |
| "f":0.8156288156 | |
| }, | |
| "parataxis":{ | |
| "p":0.45, | |
| "r":0.525974026, | |
| "f":0.4850299401 | |
| }, | |
| "expl":{ | |
| "p":0.6815286624, | |
| "r":0.7086092715, | |
| "f":0.6948051948 | |
| }, | |
| "csubj":{ | |
| "p":0.6507936508, | |
| "r":0.640625, | |
| "f":0.6456692913 | |
| }, | |
| "dep":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "ccomp":{ | |
| "p":0.7544642857, | |
| "r":0.8203883495, | |
| "f":0.7860465116 | |
| }, | |
| "nummod":{ | |
| "p":0.8425925926, | |
| "r":0.8504672897, | |
| "f":0.8465116279 | |
| }, | |
| "aux:pass":{ | |
| "p":0.9565217391, | |
| "r":0.5789473684, | |
| "f":0.7213114754 | |
| }, | |
| "dislocated":{ | |
| "p":0.4791666667, | |
| "r":0.2804878049, | |
| "f":0.3538461538 | |
| }, | |
| "acl:cleft":{ | |
| "p":0.5172413793, | |
| "r":0.8333333333, | |
| "f":0.6382978723 | |
| }, | |
| "flat:name":{ | |
| "p":0.8333333333, | |
| "r":0.9090909091, | |
| "f":0.8695652174 | |
| }, | |
| "csubj:pass":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "discourse":{ | |
| "p":0.7692307692, | |
| "r":0.6818181818, | |
| "f":0.7228915663 | |
| }, | |
| "orphan":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "vocative":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "flat":{ | |
| "p":0.8681318681, | |
| "r":0.8404255319, | |
| "f":0.8540540541 | |
| }, | |
| "compound":{ | |
| "p":0.5, | |
| "r":0.7272727273, | |
| "f":0.5925925926 | |
| }, | |
| "reparandum":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "sents_p":0.9212548015, | |
| "sents_r":0.9368489583, | |
| "tag_acc":0.9818079056, | |
| "dep_uas":0.9198832946, | |
| "dep_las":0.883373418, | |
| "sents_f":0.9289864429, | |
| "transformer_loss":3996.3977112946, | |
| "tagger_loss":304.7223157457, | |
| "parser_loss":17219.7631057223 | |
| } | |
| } |