| { |
| "lang":"nl", |
| "name":"core_news_md", |
| "version":"3.7.0", |
| "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":">=3.7.0,<3.8.0", |
| "spacy_git_version":"6b4f77441", |
| "vectors":{ |
| "width":300, |
| "vectors":20000, |
| "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", |
| "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":0.9498800436, |
| "sents_p":0.8542678695, |
| "sents_r":0.8830703013, |
| "sents_f":0.8684303351, |
| "dep_uas":0.8682209833, |
| "dep_las":0.8213380639, |
| "dep_las_per_type":{ |
| "nmod:poss":{ |
| "p":0.9357142857, |
| "r":0.9562043796, |
| "f":0.9458483755 |
| }, |
| "nsubj":{ |
| "p":0.847051199, |
| "r":0.8593030901, |
| "f":0.8531331593 |
| }, |
| "aux":{ |
| "p":0.9016393443, |
| "r":0.9046052632, |
| "f":0.9031198686 |
| }, |
| "advmod":{ |
| "p":0.780104712, |
| "r":0.7982142857, |
| "f":0.7890556046 |
| }, |
| "root":{ |
| "p":0.8681471201, |
| "r":0.8974175036, |
| "f":0.8825396825 |
| }, |
| "det":{ |
| "p":0.9426538301, |
| "r":0.9744699264, |
| "f":0.9582978723 |
| }, |
| "amod":{ |
| "p":0.8763250883, |
| "r":0.8888888889, |
| "f":0.8825622776 |
| }, |
| "obl":{ |
| "p":0.7478084963, |
| "r":0.7508463101, |
| "f":0.7493243243 |
| }, |
| "mark":{ |
| "p":0.8824593128, |
| "r":0.8872727273, |
| "f":0.8848594742 |
| }, |
| "ccomp":{ |
| "p":0.7222222222, |
| "r":0.6074766355, |
| "f":0.6598984772 |
| }, |
| "case":{ |
| "p":0.9356701031, |
| "r":0.9610334604, |
| "f":0.9481821981 |
| }, |
| "appos":{ |
| "p":0.703030303, |
| "r":0.703030303, |
| "f":0.703030303 |
| }, |
| "obj":{ |
| "p":0.7543859649, |
| "r":0.7877862595, |
| "f":0.7707244212 |
| }, |
| "compound:prt":{ |
| "p":0.8042328042, |
| "r":0.7136150235, |
| "f":0.7562189055 |
| }, |
| "xcomp":{ |
| "p":0.6764705882, |
| "r":0.6690909091, |
| "f":0.6727605119 |
| }, |
| "flat":{ |
| "p":0.8104426788, |
| "r":0.7571580064, |
| "f":0.7828947368 |
| }, |
| "expl:pv":{ |
| "p":0.8095238095, |
| "r":0.7727272727, |
| "f":0.7906976744 |
| }, |
| "acl":{ |
| "p":0.4868421053, |
| "r":0.3775510204, |
| "f":0.4252873563 |
| }, |
| "advcl":{ |
| "p":0.5165876777, |
| "r":0.490990991, |
| "f":0.5034642032 |
| }, |
| "nummod":{ |
| "p":0.7949526814, |
| "r":0.84, |
| "f":0.8168557536 |
| }, |
| "nmod":{ |
| "p":0.7189597315, |
| "r":0.7452173913, |
| "f":0.731853117 |
| }, |
| "cc":{ |
| "p":0.8388888889, |
| "r":0.8579545455, |
| "f":0.8483146067 |
| }, |
| "conj":{ |
| "p":0.6662068966, |
| "r":0.65625, |
| "f":0.6611909651 |
| }, |
| "nsubj:pass":{ |
| "p":0.8128654971, |
| "r":0.8742138365, |
| "f":0.8424242424 |
| }, |
| "aux:pass":{ |
| "p":0.8723404255, |
| "r":0.9111111111, |
| "f":0.8913043478 |
| }, |
| "cop":{ |
| "p":0.7636363636, |
| "r":0.7692307692, |
| "f":0.7664233577 |
| }, |
| "parataxis":{ |
| "p":0.3796791444, |
| "r":0.2572463768, |
| "f":0.3066954644 |
| }, |
| "acl:relcl":{ |
| "p":0.7005988024, |
| "r":0.7358490566, |
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| "author":"Bouma, Gosse; van Noord, Gertjan" |
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| "url":"https://nlp.town", |
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| "name":"UD Dutch Alpino v2.8", |
| "url":"https://github.com/UniversalDependencies/UD_Dutch-Alpino", |
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| "author":"Zeman, Daniel; \u017dabokrtsk\u00fd, Zden\u011bk; Bouma, Gosse; van Noord, Gertjan" |
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| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", |
| "url":"https://spacy.io", |
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| "author":"Explosion" |
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| ] |
| } |
