{ "lang":"nl", "name":"core_news_sm", "version":"3.4.0", "description":"Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"CC BY-SA 4.0", "spacy_version":">=3.4.0,<3.5.0", "spacy_git_version":"dd038b536", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "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", "POS=ADJ", "Number=Sing|POS=PROPN", "POS=PRON|PronType=Dem", "POS=AUX|VerbForm=Part", "POS=SPACE", "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=INTJ", "Case=Acc|POS=PRON|Person=2|PronType=Prs", "Case=Gen|POS=PRON|Person=3|Poss=Yes|PronType=Prs", "POS=PRON|PronType=Int", "POS=PRON|Person=2|PronType=Prs", "POS=PRON|Person=3", "Case=Gen|POS=PRON|Person=2|PronType=Prs", "POS=X" ], "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|bijz", "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|prenom|sup|zonder", "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|met-e|rest", "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|excl|pron|stan|vol|3|getal", "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|nom|zonder|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", "_SP" ], "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" ], "attribute_ruler":[ ], "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", "lemmatizer", "attribute_ruler", "ner" ], "components":[ "tok2vec", "morphologizer", "tagger", "parser", "lemmatizer", "senter", "attribute_ruler", "ner" ], "disabled":[ "senter" ], "performance":{ "tag_acc":0.9416383146, "sents_p":0.836650652, "sents_r":0.8744619799, "sents_f":0.8551385479, "dep_uas":0.8520452126, "dep_las":0.8008008515, "dep_las_per_type":{ "nmod:poss":{ "p":0.9475655431, "r":0.9233576642, "f":0.9353049908 }, "nsubj":{ "p":0.8147668394, "r":0.8270874425, "f":0.8208809135 }, "aux":{ "p":0.8838709677, "r":0.9013157895, "f":0.8925081433 }, "advmod":{ "p":0.7642919965, "r":0.7758928571, "f":0.7700487373 }, "root":{ "p":0.846945779, "r":0.8852223816, "f":0.8656611715 }, "det":{ "p":0.9326641573, "r":0.964950238, "f":0.9485325393 }, "amod":{ "p":0.8479582971, "r":0.8745519713, "f":0.8610498456 }, "obl":{ "p":0.7385976855, "r":0.7345971564, "f":0.7365919891 }, "mark":{ "p":0.8631386861, "r":0.86, "f":0.8615664845 }, "ccomp":{ "p":0.5825242718, "r":0.5607476636, "f":0.5714285714 }, "case":{ "p":0.9276910435, "r":0.9563744176, "f":0.94181439 }, "appos":{ "p":0.6871165644, "r":0.6787878788, "f":0.6829268293 }, "obj":{ "p":0.7260677467, "r":0.7526717557, "f":0.7391304348 }, "compound:prt":{ "p":0.7760416667, "r":0.6995305164, "f":0.7358024691 }, "xcomp":{ "p":0.6338582677, "r":0.5854545455, "f":0.6086956522 }, "flat":{ "p":0.7860310421, "r":0.7518557794, "f":0.7685636856 }, "expl:pv":{ "p":0.6666666667, "r":0.7272727273, "f":0.6956521739 }, "acl":{ "p":0.4285714286, "r":0.3367346939, "f":0.3771428571 }, "advcl":{ "p":0.4676616915, "r":0.4234234234, "f":0.4444444444 }, "nummod":{ "p":0.8173076923, "r":0.85, "f":0.8333333333 }, "nmod":{ "p":0.6905940594, "r":0.727826087, "f":0.7087214225 }, "cc":{ "p":0.8455743879, "r":0.8503787879, "f":0.8479697828 }, "conj":{ "p":0.6179310345, "r":0.6086956522, "f":0.6132785763 }, "nsubj:pass":{ "p":0.7409638554, "r":0.7735849057, "f":0.7569230769 }, "aux:pass":{ "p":0.8412698413, "r":0.8833333333, "f":0.8617886179 }, "cop":{ "p":0.7404844291, "r":0.7838827839, "f":0.7615658363 }, "acl:relcl":{ "p":0.66875, "r":0.6729559748, "f":0.670846395 }, "parataxis":{ "p":0.3520408163, "r":0.25, "f":0.2923728814 }, "expl":{ "p":0.44, "r":0.5238095238, "f":0.4782608696 }, "fixed":{ "p":0.6811145511, "r":0.3978300181, "f":0.502283105 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "iobj":{ "p":0.7142857143, "r":0.303030303, "f":0.4255319149 }, "obl:agent":{ "p":0.9583333333, "r":0.7931034483, "f":0.8679245283 }, "csubj":{ "p":0.5625, "r":0.45, "f":0.5 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 } }, "ents_p":0.7371060172, "ents_r":0.7116182573, "ents_f":0.724137931, "ents_per_type":{ "WORK_OF_ART":{ "p":0.0, "r":0.0, "f":0.0 }, "NORP":{ "p":0.0, "r":0.0, "f":0.0 }, "LOC":{ "p":0.0, "r":0.0, "f":0.0 }, "CARDINAL":{ "p":0.0, "r":0.0, "f":0.0 }, "PERSON":{ "p":0.0, "r":0.0, "f":0.0 }, "GPE":{ "p":0.0, "r":0.0, "f":0.0 }, "ORG":{ "p":0.0, "r":0.0, "f":0.0 }, "EVENT":{ "p":0.0, "r":0.0, "f":0.0 }, "DATE":{ "p":0.0, "r":0.0, "f":0.0 }, "ORDINAL":{ "p":0.0, "r":0.0, "f":0.0 }, "LANGUAGE":{ "p":0.0, "r":0.0, "f":0.0 }, "TIME":{ "p":0.0, "r":0.0, "f":0.0 }, "LAW":{ "p":0.0, "r":0.0, "f":0.0 }, "QUANTITY":{ "p":0.0, "r":0.0, "f":0.0 }, "FAC":{ "p":0.0, "r":0.0, "f":0.0 }, "MONEY":{ "p":0.0, "r":0.0, "f":0.0 }, "PERCENT":{ "p":0.0, "r":0.0, "f":0.0 }, "PRODUCT":{ "p":0.0, "r":0.0, "f":0.0 } }, "speed":12614.5409600293, "token_acc":0.9997165842, "token_p":0.9974281853, "token_r":0.9975586363, "token_f":0.9974934066, "pos_acc":0.9587577152, "morph_acc":0.952426655, "morph_micro_p":0.959603942, "morph_micro_r":0.9398989209, "morph_micro_f":0.9496492237, "morph_per_feat":{ "Person":{ "p":0.9931372549, "r":0.9684512428, "f":0.9806389158 }, "Poss":{ "p":0.996124031, "r":0.9846743295, "f":0.9903660886 }, "PronType":{ "p":0.9931623932, "r":0.965918537, "f":0.9793510324 }, "Gender":{ "p":0.9131935227, "r":0.8750953956, "f":0.8937386334 }, "Number":{ "p":0.9732759945, "r":0.948510702, "f":0.960733778 }, "Tense":{ "p":0.9595343681, "r":0.9516217702, "f":0.9555616892 }, "VerbForm":{ "p":0.9407703488, "r":0.9316300828, "f":0.9361779063 }, "Degree":{ "p":0.9279019466, "r":0.9245689655, "f":0.9262324577 }, "Definite":{ "p":0.9951563188, "r":0.9947183099, "f":0.9949372661 }, "Case":{ "p":0.9920477137, "r":0.9940239044, "f":0.9930348259 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Abbr":{ "p":0.9, "r":0.5, "f":0.6428571429 } }, "lemma_acc":0.9511743027 }, "sources":[ { "name":"UD Dutch LassySmall v2.8", "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 Alpino v2.8", "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" } ], "requirements":[ ] }