{ "lang":"nl", "name":"core_news_lg", "version":"3.1.0", "description":"Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"CC BY-SA 4.0", "spacy_version":">=3.1.0,<3.2.0", "spacy_git_version":"caba63b74", "vectors":{ "width":300, "vectors":500000, "keys":500000, "name":"nl_vectors" }, "labels":{ "tok2vec":[ ], "morphologizer":[ "POS=PRON|Person=3|PronType=Dem", "Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin", "POS=ADV", "POS=VERB|VerbForm=Part", "POS=PUNCT", "Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin", "POS=ADP", "POS=NUM", "Number=Plur|POS=NOUN", "POS=VERB|VerbForm=Inf", "POS=SCONJ", "Definite=Def|POS=DET", "Gender=Com|Number=Sing|POS=NOUN", "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin", "Degree=Pos|POS=ADJ", "Gender=Neut|Number=Sing|POS=PROPN", "Gender=Com|Number=Sing|POS=PROPN", "POS=AUX|VerbForm=Inf", "Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin", "POS=DET", "Gender=Neut|Number=Sing|POS=NOUN", "POS=PRON|Person=3|PronType=Prs", "POS=CCONJ", "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin", "POS=PRON|Person=3|PronType=Ind", "Degree=Cmp|POS=ADJ", "Case=Nom|POS=PRON|Person=1|PronType=Prs", "Definite=Ind|POS=DET", "Case=Nom|POS=PRON|Person=3|PronType=Prs", "POS=PRON|Person=3|Poss=Yes|PronType=Prs", "Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin", "POS=PRON|PronType=Rel", "Case=Acc|POS=PRON|Person=1|PronType=Prs", "Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin", "Gender=Com,Neut|Number=Sing|POS=NOUN", "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", "Case=Acc|POS=PRON|Person=3|PronType=Prs", "POS=PROPN", "POS=PRON|PronType=Ind", "POS=PRON|Person=3|PronType=Int", "Case=Acc|POS=PRON|PronType=Rcp", "Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin", "Number=Sing|POS=NOUN", "POS=PRON|Person=1|Poss=Yes|PronType=Prs", "POS=SYM", "Abbr=Yes|POS=X", "Gender=Com,Neut|Number=Sing|POS=PROPN", "Degree=Sup|POS=ADJ", "Foreign=Yes|POS=X", "POS=ADJ", "Number=Sing|POS=PROPN", "POS=PRON|PronType=Dem", "POS=AUX|VerbForm=Part", "POS=PRON|Person=3|PronType=Rel", "Number=Plur|POS=PROPN", "POS=PRON|Person=2|Poss=Yes|PronType=Prs", "Case=Dat|POS=PRON|PronType=Dem", "Case=Nom|POS=PRON|Person=2|PronType=Prs", "POS=X", "POS=INTJ", "Case=Gen|POS=PRON|Person=3|Poss=Yes|PronType=Prs", "POS=PRON|PronType=Int", "Case=Acc|POS=PRON|Person=2|PronType=Prs", "POS=PRON|Person=2|PronType=Prs", "Case=Gen|POS=PRON|Person=2|PronType=Prs" ], "tagger":[ "ADJ|nom|basis|met-e|mv-n", "ADJ|nom|basis|met-e|zonder-n|bijz", "ADJ|nom|basis|met-e|zonder-n|stan", "ADJ|nom|basis|zonder|mv-n", "ADJ|nom|basis|zonder|zonder-n", "ADJ|nom|comp|met-e|mv-n", "ADJ|nom|comp|met-e|zonder-n|stan", "ADJ|nom|sup|met-e|mv-n", "ADJ|nom|sup|met-e|zonder-n|stan", "ADJ|nom|sup|zonder|zonder-n", "ADJ|postnom|basis|met-s", "ADJ|postnom|basis|zonder", "ADJ|postnom|comp|met-s", "ADJ|prenom|basis|met-e|bijz", "ADJ|prenom|basis|met-e|stan", "ADJ|prenom|basis|zonder", "ADJ|prenom|comp|met-e|stan", "ADJ|prenom|comp|zonder", "ADJ|prenom|sup|met-e|stan", "ADJ|vrij|basis|zonder", "ADJ|vrij|comp|zonder", "ADJ|vrij|dim|zonder", "ADJ|vrij|sup|zonder", "BW", "LET", "LID|bep|dat|evmo", "LID|bep|gen|evmo", "LID|bep|gen|rest3", "LID|bep|stan|evon", "LID|bep|stan|rest", "LID|onbep|stan|agr", "N|eigen|ev|basis|gen", "N|eigen|ev|basis|genus|stan", "N|eigen|ev|basis|onz|stan", "N|eigen|ev|basis|zijd|stan", "N|eigen|ev|dim|onz|stan", "N|eigen|mv|basis", "N|soort|ev|basis|dat", "N|soort|ev|basis|gen", "N|soort|ev|basis|genus|stan", "N|soort|ev|basis|onz|stan", "N|soort|ev|basis|zijd|stan", "N|soort|ev|dim|onz|stan", "N|soort|mv|basis", "N|soort|mv|dim", "SPEC|afgebr", "SPEC|afk", "SPEC|deeleigen", "SPEC|enof", "SPEC|meta", "SPEC|symb", "SPEC|vreemd", "TSW", "TW|hoofd|nom|mv-n|basis", "TW|hoofd|nom|mv-n|dim", "TW|hoofd|nom|zonder-n|basis", "TW|hoofd|nom|zonder-n|dim", "TW|hoofd|prenom|stan", "TW|hoofd|vrij", "TW|rang|nom|mv-n", "TW|rang|nom|zonder-n", "TW|rang|prenom|stan", "VG|neven", "VG|onder", "VNW|aanw|adv-pron|obl|vol|3o|getal", "VNW|aanw|adv-pron|stan|red|3|getal", "VNW|aanw|det|dat|nom|met-e|zonder-n", "VNW|aanw|det|dat|prenom|met-e|evmo", "VNW|aanw|det|gen|prenom|met-e|rest3", "VNW|aanw|det|stan|nom|met-e|mv-n", "VNW|aanw|det|stan|nom|met-e|zonder-n", "VNW|aanw|det|stan|prenom|met-e|rest", "VNW|aanw|det|stan|prenom|zonder|agr", "VNW|aanw|det|stan|prenom|zonder|evon", "VNW|aanw|det|stan|prenom|zonder|rest", "VNW|aanw|det|stan|vrij|zonder", "VNW|aanw|pron|gen|vol|3m|ev", "VNW|aanw|pron|stan|vol|3o|ev", "VNW|aanw|pron|stan|vol|3|getal", "VNW|betr|det|stan|nom|met-e|zonder-n", "VNW|betr|det|stan|nom|zonder|zonder-n", "VNW|betr|pron|stan|vol|3|ev", "VNW|betr|pron|stan|vol|persoon|getal", "VNW|bez|det|gen|vol|3|ev|prenom|met-e|rest3", "VNW|bez|det|stan|nadr|2v|mv|prenom|zonder|agr", "VNW|bez|det|stan|red|1|ev|prenom|zonder|agr", "VNW|bez|det|stan|red|2v|ev|prenom|zonder|agr", "VNW|bez|det|stan|red|3|ev|prenom|zonder|agr", "VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr", "VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest", "VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon", "VNW|bez|det|stan|vol|2v|ev|prenom|zonder|agr", "VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr", "VNW|bez|det|stan|vol|3m|ev|nom|met-e|zonder-n", "VNW|bez|det|stan|vol|3m|ev|prenom|met-e|rest", "VNW|bez|det|stan|vol|3p|mv|prenom|met-e|rest", "VNW|bez|det|stan|vol|3v|ev|nom|met-e|zonder-n", "VNW|bez|det|stan|vol|3v|ev|prenom|met-e|rest", "VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr", "VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr", "VNW|onbep|adv-pron|gen|red|3|getal", "VNW|onbep|adv-pron|obl|vol|3o|getal", "VNW|onbep|det|stan|nom|met-e|mv-n", "VNW|onbep|det|stan|nom|met-e|zonder-n", "VNW|onbep|det|stan|prenom|met-e|agr", "VNW|onbep|det|stan|prenom|met-e|evz", "VNW|onbep|det|stan|prenom|met-e|mv", "VNW|onbep|det|stan|prenom|met-e|rest", "VNW|onbep|det|stan|prenom|zonder|agr", "VNW|onbep|det|stan|prenom|zonder|evon", "VNW|onbep|det|stan|vrij|zonder", "VNW|onbep|grad|gen|nom|met-e|mv-n|basis", "VNW|onbep|grad|stan|nom|met-e|mv-n|basis", "VNW|onbep|grad|stan|nom|met-e|mv-n|sup", "VNW|onbep|grad|stan|nom|met-e|zonder-n|basis", "VNW|onbep|grad|stan|nom|met-e|zonder-n|sup", "VNW|onbep|grad|stan|prenom|met-e|agr|basis", "VNW|onbep|grad|stan|prenom|met-e|agr|comp", "VNW|onbep|grad|stan|prenom|met-e|agr|sup", "VNW|onbep|grad|stan|prenom|met-e|mv|basis", "VNW|onbep|grad|stan|prenom|zonder|agr|basis", "VNW|onbep|grad|stan|prenom|zonder|agr|comp", "VNW|onbep|grad|stan|vrij|zonder|basis", "VNW|onbep|grad|stan|vrij|zonder|comp", "VNW|onbep|grad|stan|vrij|zonder|sup", "VNW|onbep|pron|gen|vol|3p|ev", "VNW|onbep|pron|stan|vol|3o|ev", "VNW|onbep|pron|stan|vol|3p|ev", "VNW|pers|pron|gen|vol|2|getal", "VNW|pers|pron|nomin|nadr|3m|ev|masc", "VNW|pers|pron|nomin|nadr|3v|ev|fem", "VNW|pers|pron|nomin|red|1|mv", "VNW|pers|pron|nomin|red|2v|ev", "VNW|pers|pron|nomin|red|2|getal", "VNW|pers|pron|nomin|red|3p|ev|masc", "VNW|pers|pron|nomin|red|3|ev|masc", "VNW|pers|pron|nomin|vol|1|ev", "VNW|pers|pron|nomin|vol|1|mv", "VNW|pers|pron|nomin|vol|2b|getal", "VNW|pers|pron|nomin|vol|2v|ev", "VNW|pers|pron|nomin|vol|2|getal", "VNW|pers|pron|nomin|vol|3p|mv", "VNW|pers|pron|nomin|vol|3v|ev|fem", "VNW|pers|pron|nomin|vol|3|ev|masc", "VNW|pers|pron|obl|nadr|3m|ev|masc", "VNW|pers|pron|obl|red|3|ev|masc", "VNW|pers|pron|obl|vol|2v|ev", "VNW|pers|pron|obl|vol|3p|mv", "VNW|pers|pron|obl|vol|3|ev|masc", "VNW|pers|pron|obl|vol|3|getal|fem", "VNW|pers|pron|stan|nadr|2v|mv", "VNW|pers|pron|stan|red|3|ev|fem", "VNW|pers|pron|stan|red|3|ev|onz", "VNW|pers|pron|stan|red|3|mv", "VNW|pr|pron|obl|nadr|1|ev", "VNW|pr|pron|obl|nadr|2v|getal", "VNW|pr|pron|obl|nadr|2|getal", "VNW|pr|pron|obl|red|1|ev", "VNW|pr|pron|obl|red|2v|getal", "VNW|pr|pron|obl|vol|1|ev", "VNW|pr|pron|obl|vol|1|mv", "VNW|pr|pron|obl|vol|2|getal", "VNW|recip|pron|gen|vol|persoon|mv", "VNW|recip|pron|obl|vol|persoon|mv", "VNW|refl|pron|obl|nadr|3|getal", "VNW|refl|pron|obl|red|3|getal", "VNW|vb|adv-pron|obl|vol|3o|getal", "VNW|vb|det|stan|nom|met-e|zonder-n", "VNW|vb|det|stan|prenom|met-e|rest", "VNW|vb|det|stan|prenom|zonder|evon", "VNW|vb|pron|gen|vol|3m|ev", "VNW|vb|pron|gen|vol|3p|mv", "VNW|vb|pron|gen|vol|3v|ev", "VNW|vb|pron|stan|vol|3o|ev", "VNW|vb|pron|stan|vol|3p|getal", "VZ|fin", "VZ|init", "VZ|versm", "WW|inf|nom|zonder|zonder-n", "WW|inf|prenom|met-e", "WW|inf|vrij|zonder", "WW|od|nom|met-e|mv-n", "WW|od|nom|met-e|zonder-n", "WW|od|prenom|met-e", "WW|od|prenom|zonder", "WW|od|vrij|zonder", "WW|pv|conj|ev", "WW|pv|tgw|ev", "WW|pv|tgw|met-t", "WW|pv|tgw|mv", "WW|pv|verl|ev", "WW|pv|verl|mv", "WW|vd|nom|met-e|mv-n", "WW|vd|nom|met-e|zonder-n", "WW|vd|prenom|met-e", "WW|vd|prenom|zonder", "WW|vd|vrij|zonder" ], "parser":[ "ROOT", "acl", "acl:relcl", "advcl", "advmod", "amod", "appos", "aux", "aux:pass", "case", "cc", "ccomp", "compound:prt", "conj", "cop", "csubj", "dep", "det", "expl", "expl:pv", "fixed", "flat", "iobj", "mark", "nmod", "nmod:poss", "nsubj", "nsubj:pass", "nummod", "obj", "obl", "obl:agent", "orphan", "parataxis", "punct", "xcomp" ], "senter":[ "I", "S" ], "attribute_ruler":[ ], "lemmatizer":[ ], "ner":[ "CARDINAL", "DATE", "EVENT", "FAC", "GPE", "LANGUAGE", "LAW", "LOC", "MONEY", "NORP", "ORDINAL", "ORG", "PERCENT", "PERSON", "PRODUCT", "QUANTITY", "TIME", "WORK_OF_ART" ] }, "pipeline":[ "tok2vec", "morphologizer", "tagger", "parser", "attribute_ruler", "lemmatizer", "ner" ], "components":[ "tok2vec", "morphologizer", "tagger", "parser", "senter", "attribute_ruler", "lemmatizer", "ner" ], "disabled":[ "senter" ], "performance":{ "tag_acc":0.9478092081, "dep_uas":0.8686371933, "dep_las":0.8239797212, "ents_p":0.7858657244, "ents_r":0.7690179806, "ents_f":0.7773505767, "sents_p":0.8604008293, "sents_r":0.8931133429, "sents_f":0.8764519535, "speed":3873.3371755236, "dep_las_per_type":{ "nmod:poss":{ "p":0.9411764706, "r":0.9343065693, "f":0.9377289377 }, "nsubj":{ "p":0.8522135417, "r":0.8606180145, "f":0.8563951587 }, "aux":{ "p":0.908496732, "r":0.9144736842, "f":0.9114754098 }, "advmod":{ "p":0.787028922, "r":0.7904929577, "f":0.7887571366 }, "root":{ "p":0.8652384243, "r":0.8981348637, "f":0.8813797958 }, "det":{ "p":0.9409547739, "r":0.9714656291, "f":0.9559668156 }, "amod":{ "p":0.8759825328, "r":0.8987455197, "f":0.8872180451 }, "obl":{ "p":0.7619689818, "r":0.7702794819, "f":0.7661016949 }, "mark":{ "p":0.8832116788, "r":0.8816029144, "f":0.8824065634 }, "ccomp":{ "p":0.6826923077, "r":0.6635514019, "f":0.672985782 }, "case":{ "p":0.9366197183, "r":0.9580508475, "f":0.9472140762 }, "appos":{ "p":0.6807228916, "r":0.6848484848, "f":0.6827794562 }, "obj":{ "p":0.7758887172, "r":0.7652439024, "f":0.7705295472 }, "compound:prt":{ "p":0.7745098039, "r":0.7281105991, "f":0.7505938242 }, "xcomp":{ "p":0.6526315789, "r":0.6838235294, "f":0.6678635548 }, "flat":{ "p":0.8306818182, "r":0.7945652174, "f":0.8122222222 }, "expl:pv":{ "p":0.7333333333, "r":0.75, "f":0.7415730337 }, "acl":{ "p":0.4698795181, "r":0.4020618557, "f":0.4333333333 }, "advcl":{ "p":0.5402843602, "r":0.5135135135, "f":0.5265588915 }, "nummod":{ "p":0.8121019108, "r":0.85, "f":0.8306188925 }, "nmod":{ "p":0.7067108534, "r":0.7456293706, "f":0.7256486601 }, "cc":{ "p":0.8632958801, "r":0.8747628083, "f":0.8689915174 }, "conj":{ "p":0.6805555556, "r":0.6666666667, "f":0.6735395189 }, "nsubj:pass":{ "p":0.821656051, "r":0.8113207547, "f":0.8164556962 }, "aux:pass":{ "p":0.9175824176, "r":0.9277777778, "f":0.9226519337 }, "cop":{ "p":0.7821428571, "r":0.8051470588, "f":0.7934782609 }, "acl:relcl":{ "p":0.6927710843, "r":0.7232704403, "f":0.7076923077 }, "parataxis":{ "p":0.3502304147, "r":0.2773722628, "f":0.3095723014 }, "obl:agent":{ "p":0.8888888889, "r":0.8275862069, "f":0.8571428571 }, "expl":{ "p":0.4814814815, "r":0.619047619, "f":0.5416666667 }, "fixed":{ "p":0.7659574468, "r":0.4337349398, "f":0.5538461538 }, "iobj":{ "p":0.6315789474, "r":0.3636363636, "f":0.4615384615 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "csubj":{ "p":0.5625, "r":0.45, "f":0.5 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 } }, "ents_per_type":{ "DATE":{ "p":0.9375, "r":0.9253246753, "f":0.931372549 }, "NORP":{ "p":0.7676767677, "r":0.9156626506, "f":0.8351648352 }, "ORG":{ "p":0.7557251908, "r":0.5857988166, "f":0.66 }, "CARDINAL":{ "p":0.858974359, "r":0.9571428571, "f":0.9054054054 }, "GPE":{ "p":0.7762557078, "r":0.9340659341, "f":0.8478802993 }, "PERCENT":{ "p":0.7142857143, "r":0.8333333333, "f":0.7692307692 }, "PERSON":{ "p":0.7680722892, "r":0.8252427184, "f":0.7956318253 }, "LAW":{ "p":1.0, "r":1.0, "f":1.0 }, "ORDINAL":{ "p":0.9411764706, "r":0.9696969697, "f":0.9552238806 }, "LANGUAGE":{ "p":0.7, "r":0.6363636364, "f":0.6666666667 }, "QUANTITY":{ "p":0.9230769231, "r":1.0, "f":0.96 }, "LOC":{ "p":0.5384615385, "r":0.2058823529, "f":0.2978723404 }, "FAC":{ "p":0.2352941176, "r":0.2857142857, "f":0.2580645161 }, "EVENT":{ "p":0.4137931034, "r":0.5217391304, "f":0.4615384615 }, "PRODUCT":{ "p":0.0, "r":0.0, "f":0.0 }, "WORK_OF_ART":{ "p":0.6280991736, "r":0.4222222222, "f":0.5049833887 }, "MONEY":{ "p":0.5, "r":0.3333333333, "f":0.4 }, "TIME":{ "p":1.0, "r":1.0, "f":1.0 } }, "token_acc":0.9997165842, "pos_acc":0.9631196702, "morph_acc":0.9594503217, "lemma_acc":0.8539590466, "morph_per_feat":{ "Person":{ "p":0.990300679, "r":0.9751671442, "f":0.9826756497 }, "Poss":{ "p":0.9809160305, "r":0.9771863118, "f":0.979047619 }, "PronType":{ "p":0.9906621392, "r":0.969269103, "f":0.9798488665 }, "Gender":{ "p":0.9235186635, "r":0.8959230185, "f":0.9095115681 }, "Number":{ "p":0.9812984643, "r":0.9632835821, "f":0.972207577 }, "Tense":{ "p":0.9761772853, "r":0.9681318681, "f":0.972137931 }, "VerbForm":{ "p":0.964752907, "r":0.955379633, "f":0.9600433918 }, "Degree":{ "p":0.9569343066, "r":0.9350927247, "f":0.9458874459 }, "Definite":{ "p":0.9973556633, "r":0.9956005279, "f":0.9964773228 }, "Case":{ "p":0.998003992, "r":0.9960159363, "f":0.9970089731 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Abbr":{ "p":0.8333333333, "r":0.8333333333, "f":0.8333333333 }, "Foreign":{ "p":0.7368421053, "r":0.4307692308, "f":0.5436893204 } } }, "sources":[ { "name":"UD Dutch LassySmall v2.5", "url":"https://github.com/UniversalDependencies/UD_Dutch-LassySmall", "license":"CC BY-SA 4.0", "author":"Bouma, Gosse; van Noord, Gertjan" }, { "name":"Dutch NER Annotations for UD LassySmall", "url":"https://nlp.town", "license":"CC BY-SA 4.0", "author":"NLP Town" }, { "name":"UD Dutch LassySmall v2.5", "url":"https://github.com/UniversalDependencies/UD_Dutch-LassySmall", "license":"CC BY-SA 4.0", "author":"Bouma, Gosse; van Noord, Gertjan" }, { "name":"UD Dutch Alpino v2.5", "url":"https://github.com/UniversalDependencies/UD_Dutch-Alpino", "license":"CC BY-SA 4.0", "author":"Zeman, Daniel; \u017dabokrtsk\u00fd, Zden\u011bk; Bouma, Gosse; van Noord, Gertjan" }, { "name":"spaCy lookups data", "author":"Explosion", "url":"https://github.com/explosion/spacy-lookups-data", "license":"MIT" }, { "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", "url":"https://spacy.io", "license":"CC0", "author":"Explosion" } ], "requirements":[ ] }