{ "lang":"da", "name":"core_news_md", "version":"3.3.0", "description":"Danish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, 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":300, "vectors":20000, "keys":500000, "name":"da_vectors" }, "labels":{ "tok2vec":[ ], "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":[ "tok2vec", "morphologizer", "parser", "lemmatizer", "attribute_ruler", "ner" ], "components":[ "tok2vec", "morphologizer", "parser", "lemmatizer", "senter", "attribute_ruler", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9994672349, "token_p":0.9977732598, "token_r":0.9974835463, "token_f":0.997628382, "pos_acc":0.9641646489, "morph_acc":0.9505084746, "morph_micro_p":0.9668578389, "morph_micro_r":0.9615869971, "morph_micro_f":0.9642152149, "morph_per_feat":{ "Mood":{ "p":0.9723809524, "r":0.9733079123, "f":0.9728442115 }, "Tense":{ "p":0.9669172932, "r":0.968373494, "f":0.9676448457 }, "VerbForm":{ "p":0.9583588487, "r":0.9577723378, "f":0.9580655035 }, "Voice":{ "p":0.9739195231, "r":0.9768310912, "f":0.9753731343 }, "Definite":{ "p":0.964940239, "r":0.9569340182, "f":0.9609204523 }, "Gender":{ "p":0.9487608841, "r":0.9415088069, "f":0.9451209341 }, "Number":{ "p":0.9608615708, "r":0.95409494, "f":0.9574663002 }, "AdpType":{ "p":1.0, "r":0.9920424403, "f":0.9960053262 }, "PartType":{ "p":1.0, "r":1.0, "f":1.0 }, "Case":{ "p":0.9775641026, "r":0.9636650869, "f":0.9705648369 }, "Person":{ "p":0.9788359788, "r":0.9857904085, "f":0.982300885 }, "PronType":{ "p":0.9851607585, "r":0.9827302632, "f":0.9839440099 }, "NumType":{ "p":0.9863013699, "r":0.9536423841, "f":0.9696969697 }, "Degree":{ "p":0.9548229548, "r":0.9421686747, "f":0.9484536082 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Number[psor]":{ "p":0.988372093, "r":0.988372093, "f":0.988372093 }, "Poss":{ "p":0.9886363636, "r":0.9886363636, "f":0.9886363636 }, "Foreign":{ "p":0.6666666667, "r":0.4, "f":0.5 }, "Abbr":{ "p":0.0, "r":0.0, "f":0.0 }, "Style":{ "p":1.0, "r":1.0, "f":1.0 }, "Polite":{ "p":1.0, "r":0.75, "f":0.8571428571 } }, "sents_p":0.9219600726, "sents_r":0.9007092199, "sents_f":0.9112107623, "dep_uas":0.8130063132, "dep_las":0.7723336499, "dep_las_per_type":{ "advmod":{ "p":0.6868965517, "r":0.7033898305, "f":0.6950453594 }, "root":{ "p":0.8381818182, "r":0.8173758865, "f":0.8276481149 }, "nsubj":{ "p":0.8317460317, "r":0.8291139241, "f":0.8304278922 }, "case":{ "p":0.883218842, "r":0.8875739645, "f":0.8853910477 }, "obl":{ "p":0.6935483871, "r":0.6677018634, "f":0.6803797468 }, "cc":{ "p":0.7797101449, "r":0.7819767442, "f":0.7808417997 }, "conj":{ "p":0.6305555556, "r":0.6053333333, "f":0.6176870748 }, "obj":{ "p":0.7667269439, "r":0.8233009709, "f":0.7940074906 }, "aux":{ "p":0.8797653959, "r":0.8746355685, "f":0.8771929825 }, "acl:relcl":{ "p":0.6011235955, "r":0.5783783784, "f":0.5895316804 }, "advmod:lmod":{ "p":0.6388888889, "r":0.6865671642, "f":0.6618705036 }, "det":{ "p":0.9143327842, "r":0.9143327842, "f":0.9143327842 }, "amod":{ "p":0.7954173486, "r":0.8293515358, "f":0.8120300752 }, "nmod:poss":{ "p":0.6593406593, "r":0.5940594059, "f":0.625 }, "ccomp":{ "p":0.5890410959, "r":0.6935483871, "f":0.637037037 }, "nummod":{ "p":0.8512396694, "r":0.8583333333, "f":0.8547717842 }, "flat":{ "p":0.7514450867, "r":0.8609271523, "f":0.8024691358 }, "compound:prt":{ "p":0.4285714286, "r":0.2195121951, "f":0.2903225806 }, "advcl":{ "p":0.5909090909, "r":0.5603448276, "f":0.5752212389 }, "mark":{ "p":0.8742138365, "r":0.8562628337, "f":0.8651452282 }, "cop":{ "p":0.7891891892, "r":0.8342857143, "f":0.8111111111 }, "dep":{ "p":0.1538461538, "r":0.2641509434, "f":0.1944444444 }, "nmod":{ "p":0.6551724138, "r":0.630859375, "f":0.6427860697 }, "iobj":{ "p":0.7272727273, "r":0.3636363636, "f":0.4848484848 }, "xcomp":{ "p":0.5833333333, "r":0.3559322034, "f":0.4421052632 }, "appos":{ "p":0.4375, "r":0.4242424242, "f":0.4307692308 }, "list":{ "p":0.375, "r":0.1666666667, "f":0.2307692308 }, "vocative":{ "p":0.0, "r":0.0, "f":0.0 }, "fixed":{ "p":0.8918918919, "r":0.8048780488, "f":0.8461538462 }, "expl":{ "p":0.8181818182, "r":0.7941176471, "f":0.8059701493 }, "obl:tmod":{ "p":0.7777777778, "r":0.3888888889, "f":0.5185185185 }, "obl:lmod":{ "p":0.0, "r":0.0, "f":0.0 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 } }, "lemma_acc":0.9481840194, "tag_acc":0.9641646489, "ents_p":0.8079331942, "ents_r":0.80625, "ents_f":0.8070907195, "ents_per_type":{ "PER":{ "p":0.88125, "r":0.8493975904, "f":0.8650306748 }, "ORG":{ "p":0.7294117647, "r":0.6888888889, "f":0.7085714286 }, "MISC":{ "p":0.6991869919, "r":0.7610619469, "f":0.7288135593 }, "LOC":{ "p":0.8828828829, "r":0.8828828829, "f":0.8828828829 } }, "speed":11453.5916881723 }, "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":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", "url":"https://spacy.io", "license":"CC0", "author":"Explosion" } ], "requirements":[ ] }