{ "lang":"da", "name":"core_news_md", "version":"3.2.0", "description":"Danish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"CC BY-SA 4.0", "spacy_version":">=3.2.0,<3.3.0", "spacy_git_version":"bb26550e2", "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" ], "senter":[ "I", "S" ], "attribute_ruler":[ ], "lemmatizer":[ ], "ner":[ "LOC", "MISC", "ORG", "PER" ] }, "pipeline":[ "tok2vec", "morphologizer", "parser", "attribute_ruler", "lemmatizer", "ner" ], "components":[ "tok2vec", "morphologizer", "parser", "senter", "attribute_ruler", "lemmatizer", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9994672349, "token_p":0.9977732598, "token_r":0.9974835463, "token_f":0.997628382, "pos_acc":0.962905569, "morph_acc":0.9487651332, "morph_micro_p":0.9664501066, "morph_micro_r":0.9611327041, "morph_micro_f":0.9637840711, "morph_per_feat":{ "Mood":{ "p":0.9789674952, "r":0.9761677788, "f":0.9775656325 }, "Tense":{ "p":0.9698340875, "r":0.968373494, "f":0.9691032404 }, "VerbForm":{ "p":0.9631449631, "r":0.9596083231, "f":0.9613733906 }, "Voice":{ "p":0.9782934132, "r":0.9768310912, "f":0.9775617053 }, "Definite":{ "p":0.9633027523, "r":0.9541683129, "f":0.9587137753 }, "Gender":{ "p":0.9459098497, "r":0.9415088069, "f":0.9437041972 }, "Number":{ "p":0.9618621778, "r":0.9538341158, "f":0.9578313253 }, "AdpType":{ "p":0.9973333333, "r":0.9920424403, "f":0.9946808511 }, "PartType":{ "p":1.0, "r":1.0, "f":1.0 }, "Case":{ "p":0.9696485623, "r":0.9589257504, "f":0.9642573471 }, "Person":{ "p":0.9704347826, "r":0.9911190053, "f":0.9806678383 }, "PronType":{ "p":0.9811165846, "r":0.9827302632, "f":0.9819227609 }, "NumType":{ "p":0.9794520548, "r":0.9470198675, "f":0.962962963 }, "Degree":{ "p":0.9520295203, "r":0.9325301205, "f":0.942178941 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Number[psor]":{ "p":0.9662921348, "r":1.0, "f":0.9828571429 }, "Poss":{ "p":0.9777777778, "r":1.0, "f":0.9887640449 }, "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":0.908438061, "sents_r":0.8971631206, "sents_f":0.902765388, "dep_uas":0.8220632614, "dep_las":0.7813355686, "dep_las_per_type":{ "advmod":{ "p":0.7073509015, "r":0.7203389831, "f":0.7137858642 }, "root":{ "p":0.8411552347, "r":0.8262411348, "f":0.8336314848 }, "nsubj":{ "p":0.8428417653, "r":0.8259493671, "f":0.8343100693 }, "case":{ "p":0.881372549, "r":0.8865877712, "f":0.883972468 }, "obl":{ "p":0.7053291536, "r":0.698757764, "f":0.7020280811 }, "cc":{ "p":0.7851002865, "r":0.7965116279, "f":0.7907647908 }, "conj":{ "p":0.6491712707, "r":0.6266666667, "f":0.6377204885 }, "obj":{ "p":0.8033088235, "r":0.8485436893, "f":0.8253068933 }, "aux":{ "p":0.875739645, "r":0.8629737609, "f":0.8693098385 }, "acl:relcl":{ "p":0.5879120879, "r":0.5783783784, "f":0.583106267 }, "advmod:lmod":{ "p":0.7586206897, "r":0.6567164179, "f":0.704 }, "det":{ "p":0.9194078947, "r":0.92092257, "f":0.9201646091 }, "amod":{ "p":0.8193979933, "r":0.8361774744, "f":0.8277027027 }, "nmod:poss":{ "p":0.7340425532, "r":0.6831683168, "f":0.7076923077 }, "ccomp":{ "p":0.5652173913, "r":0.6290322581, "f":0.5954198473 }, "nummod":{ "p":0.8306451613, "r":0.8583333333, "f":0.8442622951 }, "flat":{ "p":0.7636363636, "r":0.8344370861, "f":0.7974683544 }, "compound:prt":{ "p":0.5, "r":0.3170731707, "f":0.3880597015 }, "advcl":{ "p":0.6339285714, "r":0.6120689655, "f":0.6228070175 }, "mark":{ "p":0.8905579399, "r":0.8521560575, "f":0.870933893 }, "cop":{ "p":0.7837837838, "r":0.8285714286, "f":0.8055555556 }, "dep":{ "p":0.1555555556, "r":0.2641509434, "f":0.1958041958 }, "nmod":{ "p":0.6352941176, "r":0.6328125, "f":0.6340508806 }, "iobj":{ "p":0.8125, "r":0.5909090909, "f":0.6842105263 }, "xcomp":{ "p":0.5675675676, "r":0.3559322034, "f":0.4375 }, "list":{ "p":0.4, "r":0.2222222222, "f":0.2857142857 }, "vocative":{ "p":0.0, "r":0.0, "f":0.0 }, "fixed":{ "p":0.8918918919, "r":0.8048780488, "f":0.8461538462 }, "expl":{ "p":0.8484848485, "r":0.8235294118, "f":0.8358208955 }, "appos":{ "p":0.4146341463, "r":0.5151515152, "f":0.4594594595 }, "obl:tmod":{ "p":0.6, "r":0.3333333333, "f":0.4285714286 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 }, "obl:lmod":{ "p":0.0, "r":0.0, "f":0.0 } }, "tag_acc":0.962905569, "lemma_acc":0.8491041162, "ents_p":0.8075313808, "ents_r":0.8041666667, "ents_f":0.8058455115, "ents_per_type":{ "PER":{ "p":0.9215686275, "r":0.8493975904, "f":0.8840125392 }, "ORG":{ "p":0.7032967033, "r":0.7111111111, "f":0.7071823204 }, "MISC":{ "p":0.7179487179, "r":0.7433628319, "f":0.7304347826 }, "LOC":{ "p":0.8290598291, "r":0.8738738739, "f":0.850877193 } }, "speed":10055.5372609128 }, "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":"Lemmatization Lists", "url":"https://github.com/michmech/lemmatization-lists/", "license":"ODbL", "author":"Michal M\u011bchura" }, { "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", "url":"https://spacy.io", "license":"CC0", "author":"Explosion" } ], "requirements":[ ] }