{ "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", 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"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, 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"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":{ "p":0.6, "r":0.6363636364, "f":0.6176470588 }, "obl:tmod":{ "p":0.8, "r":0.4444444444, "f":0.5714285714 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 } }, "lemma_acc":0.9458595642, "tag_acc":0.9763184658, "ents_p":0.8106995885, "ents_r":0.8208333333, "ents_f":0.8157349896, "ents_per_type":{ "PER":{ "p":0.8841463415, "r":0.8734939759, "f":0.8787878788 }, "ORG":{ "p":0.7093023256, "r":0.6777777778, "f":0.6931818182 }, "MISC":{ "p":0.7272727273, "r":0.7787610619, "f":0.7521367521 }, "LOC":{ "p":0.8695652174, "r":0.9009009009, "f":0.8849557522 } }, "speed":451.6438624119 }, "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" ] }