| { | |
| "lang":"da", | |
| "name":"core_news_trf", | |
| "version":"3.3.0", | |
| "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":">=3.3.0.dev0,<3.4.0", | |
| "spacy_git_version":"849bef2de", | |
| "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":0.9994672349, | |
| "token_p":0.9977732598, | |
| "token_r":0.9974835463, | |
| "token_f":0.997628382, | |
| "pos_acc":0.9763184658, | |
| "morph_acc":0.97360647, | |
| "morph_micro_p":0.9874911014, | |
| "morph_micro_r":0.98026349, | |
| "morph_micro_f":0.9838640221, | |
| "morph_per_feat":{ | |
| "Mood":{ | |
| "p":0.9942638623, | |
| "r":0.9914204004, | |
| "f":0.9928400955 | |
| }, | |
| "Tense":{ | |
| "p":0.9826415094, | |
| "r":0.9804216867, | |
| "f":0.981530343 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9840196681, | |
| "r":0.9798041616, | |
| "f":0.9819073904 | |
| }, | |
| "Voice":{ | |
| "p":0.9940074906, | |
| "r":0.9917787743, | |
| "f":0.9928918818 | |
| }, | |
| "Definite":{ | |
| "p":0.9900039984, | |
| "r":0.9782694587, | |
| "f":0.9841017488 | |
| }, | |
| "Gender":{ | |
| "p":0.979516454, | |
| "r":0.9694250582, | |
| "f":0.97444463 | |
| }, | |
| "Number":{ | |
| "p":0.9889473684, | |
| "r":0.9801773605, | |
| "f":0.9845428347 | |
| }, | |
| "AdpType":{ | |
| "p":0.996460177, | |
| "r":0.9955791335, | |
| "f":0.9960194604 | |
| }, | |
| "PartType":{ | |
| "p":1.0, | |
| "r":0.9967532468, | |
| "f":0.9983739837 | |
| }, | |
| "Case":{ | |
| "p":0.992, | |
| "r":0.9794628752, | |
| "f":0.9856915739 | |
| }, | |
| "Person":{ | |
| "p":0.9857397504, | |
| "r":0.9822380107, | |
| "f":0.9839857651 | |
| }, | |
| "PronType":{ | |
| "p":0.9925619835, | |
| "r":0.9876644737, | |
| "f":0.9901071723 | |
| }, | |
| "NumType":{ | |
| "p":0.9865771812, | |
| "r":0.9735099338, | |
| "f":0.98 | |
| }, | |
| "Degree":{ | |
| "p":0.9732685298, | |
| "r":0.965060241, | |
| "f":0.9691470054 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polite":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "Number[psor]":{ | |
| "p":0.9770114943, | |
| "r":0.988372093, | |
| "f":0.9826589595 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":0.9886363636, | |
| "f":0.9942857143 | |
| }, | |
| "Foreign":{ | |
| "p":1.0, | |
| "r":0.6, | |
| "f":0.75 | |
| }, | |
| "Abbr":{ | |
| "p":0.75, | |
| "r":0.6, | |
| "f":0.6666666667 | |
| }, | |
| "Style":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "sents_p":0.8661971831, | |
| "sents_r":0.8723404255, | |
| "sents_f":0.8692579505, | |
| "dep_uas":0.8620092701, | |
| "dep_las":0.8339289703, | |
| "dep_las_per_type":{ | |
| "advmod":{ | |
| "p":0.7837078652, | |
| "r":0.7881355932, | |
| "f":0.785915493 | |
| }, | |
| "root":{ | |
| "p":0.8533568905, | |
| "r":0.8563829787, | |
| "f":0.8548672566 | |
| }, | |
| "nsubj":{ | |
| "p":0.8970588235, | |
| "r":0.9008438819, | |
| "f":0.8989473684 | |
| }, | |
| "case":{ | |
| "p":0.9159248269, | |
| "r":0.9132149901, | |
| "f":0.9145679012 | |
| }, | |
| "obl":{ | |
| "p":0.7840375587, | |
| "r":0.7779503106, | |
| "f":0.7809820733 | |
| }, | |
| "cc":{ | |
| "p":0.8529411765, | |
| "r":0.8430232558, | |
| "f":0.8479532164 | |
| }, | |
| "conj":{ | |
| "p":0.7260273973, | |
| "r":0.7066666667, | |
| "f":0.7162162162 | |
| }, | |
| "obj":{ | |
| "p":0.8733944954, | |
| "r":0.9242718447, | |
| "f":0.8981132075 | |
| }, | |
| "aux":{ | |
| "p":0.8837209302, | |
| "r":0.8862973761, | |
| "f":0.885007278 | |
| }, | |
| "acl:relcl":{ | |
| "p":0.7428571429, | |
| "r":0.7027027027, | |
| "f":0.7222222222 | |
| }, | |
| "advmod:lmod":{ | |
| "p":0.7878787879, | |
| "r":0.776119403, | |
| "f":0.7819548872 | |
| }, | |
| "det":{ | |
| "p":0.9169381107, | |
| "r":0.9275123558, | |
| "f":0.9221949222 | |
| }, | |
| "amod":{ | |
| "p":0.8605442177, | |
| "r":0.8634812287, | |
| "f":0.8620102215 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.7741935484, | |
| "r":0.7128712871, | |
| "f":0.7422680412 | |
| }, | |
| "ccomp":{ | |
| "p":0.6721311475, | |
| "r":0.6612903226, | |
| "f":0.6666666667 | |
| }, | |
| "nummod":{ | |
| "p":0.8130081301, | |
| "r":0.8333333333, | |
| "f":0.8230452675 | |
| }, | |
| "flat":{ | |
| "p":0.825, | |
| "r":0.8741721854, | |
| "f":0.8488745981 | |
| }, | |
| "compound:prt":{ | |
| "p":0.65625, | |
| "r":0.512195122, | |
| "f":0.5753424658 | |
| }, | |
| "advcl":{ | |
| "p":0.6890756303, | |
| "r":0.7068965517, | |
| "f":0.6978723404 | |
| }, | |
| "mark":{ | |
| "p":0.9089026915, | |
| "r":0.9014373717, | |
| "f":0.9051546392 | |
| }, | |
| "cop":{ | |
| "p":0.8532608696, | |
| "r":0.8971428571, | |
| "f":0.8746518106 | |
| }, | |
| "dep":{ | |
| "p":0.2197802198, | |
| "r":0.3773584906, | |
| "f":0.2777777778 | |
| }, | |
| "nmod":{ | |
| "p":0.7321063395, | |
| "r":0.69921875, | |
| "f":0.7152847153 | |
| }, | |
| "iobj":{ | |
| "p":0.9375, | |
| "r":0.6818181818, | |
| "f":0.7894736842 | |
| }, | |
| "obl:lmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "xcomp":{ | |
| "p":0.5102040816, | |
| "r":0.4237288136, | |
| "f":0.462962963 | |
| }, | |
| "list":{ | |
| "p":0.5, | |
| "r":0.2222222222, | |
| "f":0.3076923077 | |
| }, | |
| "vocative":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "fixed":{ | |
| "p":0.9166666667, | |
| "r":0.8048780488, | |
| "f":0.8571428571 | |
| }, | |
| "expl":{ | |
| "p":0.9117647059, | |
| "r":0.9117647059, | |
| "f":0.9117647059 | |
| }, | |
| "appos":{ | |
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| "sources":[ | |
| { | |
| "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" | |
| }, | |
| { | |
| "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" | |
| }, | |
| { | |
| "name":"Maltehb/danish-bert-botxo", | |
| "author":"BotXO.ai", | |
| "url":"https://huggingface.co/Maltehb/danish-bert-botxo", | |
| "license":"CC BY 4.0" | |
| } | |
| ], | |
| "requirements":[ | |
| "spacy-transformers>=1.1.2,<1.2.0" | |
| ] | |
| } |