| { | |
| "lang":"da", | |
| "name":"core_news_trf", | |
| "version":"3.5.0", | |
| "description":"Danish transformer pipeline (Maltehb/danish-bert-botxo). Components: transformer, morphologizer, parser, lemmatizer (trainable_lemmatizer), ner, attribute_ruler.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.5.0,<3.6.0", | |
| "spacy_git_version":"9e0322de1", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "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", | |
| "advmod:lmod", | |
| "amod", | |
| "appos", | |
| "aux", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound:prt", | |
| "conj", | |
| "cop", | |
| "dep", | |
| "det", | |
| "expl", | |
| "fixed", | |
| "flat", | |
| "iobj", | |
| "list", | |
| "mark", | |
| "nmod", | |
| "nmod:poss", | |
| "nsubj", | |
| "nummod", | |
| "obj", | |
| "obl", | |
| "obl:lmod", | |
| "obl:tmod", | |
| "punct", | |
| "xcomp" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "ner":[ | |
| "LOC", | |
| "MISC", | |
| "ORG", | |
| "PER" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "lemmatizer", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "lemmatizer", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "token_acc":0.9989350373, | |
| "token_p":0.9977732598, | |
| "token_r":0.9974835463, | |
| "token_f":0.997628382, | |
| "pos_acc":0.9767058937, | |
| "morph_acc":0.97360647, | |
| "morph_micro_p":0.9872225616, | |
| "morph_micro_r":0.9789006108, | |
| "morph_micro_f":0.9830439741, | |
| "morph_per_feat":{ | |
| "Mood":{ | |
| "p":0.9904761905, | |
| "r":0.9914204004, | |
| "f":0.9909480705 | |
| }, | |
| "Tense":{ | |
| "p":0.984882842, | |
| "r":0.9811746988, | |
| "f":0.9830252735 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9833948339, | |
| "r":0.9785801714, | |
| "f":0.9809815951 | |
| }, | |
| "Voice":{ | |
| "p":0.9902985075, | |
| "r":0.9917787743, | |
| "f":0.9910380881 | |
| }, | |
| "Definite":{ | |
| "p":0.9903459372, | |
| "r":0.9727380482, | |
| "f":0.9814630257 | |
| }, | |
| "Gender":{ | |
| "p":0.9788235294, | |
| "r":0.9677633765, | |
| "f":0.9732620321 | |
| }, | |
| "Number":{ | |
| "p":0.9883935637, | |
| "r":0.9773082942, | |
| "f":0.9828196721 | |
| }, | |
| "AdpType":{ | |
| "p":0.9982238011, | |
| "r":0.9938107869, | |
| "f":0.9960124058 | |
| }, | |
| "PartType":{ | |
| "p":1.0, | |
| "r":0.9967532468, | |
| "f":0.9983739837 | |
| }, | |
| "Case":{ | |
| "p":0.9951923077, | |
| "r":0.981042654, | |
| "f":0.9880668258 | |
| }, | |
| "Person":{ | |
| "p":0.9892665474, | |
| "r":0.9822380107, | |
| "f":0.9857397504 | |
| }, | |
| "PronType":{ | |
| "p":0.9901315789, | |
| "r":0.9901315789, | |
| "f":0.9901315789 | |
| }, | |
| "NumType":{ | |
| "p":0.9865771812, | |
| "r":0.9735099338, | |
| "f":0.98 | |
| }, | |
| "Degree":{ | |
| "p":0.9745454545, | |
| "r":0.9686746988, | |
| "f":0.9716012085 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Number[psor]":{ | |
| "p":0.9770114943, | |
| "r":0.988372093, | |
| "f":0.9826589595 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":0.9886363636, | |
| "f":0.9942857143 | |
| }, | |
| "Foreign":{ | |
| "p":0.8571428571, | |
| "r":0.6, | |
| "f":0.7058823529 | |
| }, | |
| "Abbr":{ | |
| "p":1.0, | |
| "r":0.4, | |
| "f":0.5714285714 | |
| }, | |
| "Style":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polite":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "sents_p":0.8584070796, | |
| "sents_r":0.859929078, | |
| "sents_f":0.8591674048, | |
| "dep_uas":0.8648950424, | |
| "dep_las":0.8355942612, | |
| "dep_las_per_type":{ | |
| "advmod":{ | |
| "p":0.7762430939, | |
| "r":0.7937853107, | |
| "f":0.7849162011 | |
| }, | |
| "root":{ | |
| "p":0.8490230906, | |
| "r":0.8475177305, | |
| "f":0.8482697427 | |
| }, | |
| "nsubj":{ | |
| "p":0.9080338266, | |
| "r":0.9061181435, | |
| "f":0.9070749736 | |
| }, | |
| "case":{ | |
| "p":0.92, | |
| "r":0.9072978304, | |
| "f":0.9136047666 | |
| }, | |
| "obl":{ | |
| "p":0.784591195, | |
| "r":0.7748447205, | |
| "f":0.7796875 | |
| }, | |
| "cc":{ | |
| "p":0.8579710145, | |
| "r":0.8604651163, | |
| "f":0.8592162554 | |
| }, | |
| "conj":{ | |
| "p":0.7146596859, | |
| "r":0.728, | |
| "f":0.7212681638 | |
| }, | |
| "obj":{ | |
| "p":0.8661710037, | |
| "r":0.9048543689, | |
| "f":0.8850902184 | |
| }, | |
| "aux":{ | |
| "p":0.8927536232, | |
| "r":0.8979591837, | |
| "f":0.8953488372 | |
| }, | |
| "acl:relcl":{ | |
| "p":0.7314285714, | |
| "r":0.6918918919, | |
| "f":0.7111111111 | |
| }, | |
| "advmod:lmod":{ | |
| "p":0.7878787879, | |
| "r":0.776119403, | |
| "f":0.7819548872 | |
| }, | |
| "det":{ | |
| "p":0.9248366013, | |
| "r":0.9324546952, | |
| "f":0.9286300246 | |
| }, | |
| "amod":{ | |
| "p":0.8700854701, | |
| "r":0.8686006826, | |
| "f":0.8693424424 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.7326732673, | |
| "r":0.7326732673, | |
| "f":0.7326732673 | |
| }, | |
| "ccomp":{ | |
| "p":0.6875, | |
| "r":0.7096774194, | |
| "f":0.6984126984 | |
| }, | |
| "nummod":{ | |
| "p":0.8211382114, | |
| "r":0.8416666667, | |
| "f":0.8312757202 | |
| }, | |
| "flat":{ | |
| "p":0.8846153846, | |
| "r":0.9139072848, | |
| "f":0.8990228013 | |
| }, | |
| "compound:prt":{ | |
| "p":0.6333333333, | |
| "r":0.4634146341, | |
| "f":0.5352112676 | |
| }, | |
| "advcl":{ | |
| "p":0.7433628319, | |
| "r":0.724137931, | |
| "f":0.7336244541 | |
| }, | |
| "mark":{ | |
| "p":0.9074074074, | |
| "r":0.9055441478, | |
| "f":0.9064748201 | |
| }, | |
| "cop":{ | |
| "p":0.8806818182, | |
| "r":0.8857142857, | |
| "f":0.8831908832 | |
| }, | |
| "dep":{ | |
| "p":0.219047619, | |
| "r":0.4339622642, | |
| "f":0.2911392405 | |
| }, | |
| "nmod":{ | |
| "p":0.7094188377, | |
| "r":0.69140625, | |
| "f":0.7002967359 | |
| }, | |
| "iobj":{ | |
| "p":0.9230769231, | |
| "r":0.5454545455, | |
| "f":0.6857142857 | |
| }, | |
| "xcomp":{ | |
| "p":0.6388888889, | |
| "r":0.3898305085, | |
| "f":0.4842105263 | |
| }, | |
| "list":{ | |
| "p":0.3571428571, | |
| "r":0.2777777778, | |
| "f":0.3125 | |
| }, | |
| "vocative":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "fixed":{ | |
| "p":0.9428571429, | |
| "r":0.8048780488, | |
| "f":0.8684210526 | |
| }, | |
| "expl":{ | |
| "p":0.9117647059, | |
| "r":0.9117647059, | |
| "f":0.9117647059 | |
| }, | |
| "appos":{ | |
| "p":0.7096774194, | |
| "r":0.6666666667, | |
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| { | |
| "name":"UD Danish DDT v2.8", | |
| "url":"https://github.com/UniversalDependencies/UD_Danish-DDT", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Johannsen, Anders; Mart\u00ednez Alonso, H\u00e9ctor; Plank, Barbara" | |
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| { | |
| "name":"DaNE", | |
| "url":"https://github.com/alexandrainst/danlp/blob/master/docs/datasets.md#danish-dependency-treebank-dane", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders S\u00f8gaard" | |
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| { | |
| "name":"Maltehb/danish-bert-botxo", | |
| "author":"BotXO.ai", | |
| "url":"https://huggingface.co/Maltehb/danish-bert-botxo", | |
| "license":"CC BY 4.0" | |
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