| { | |
| "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":"[email protected]", | |
| "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, | |
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| { | |
| "name":"UD Dutch LassySmall v2.8", | |
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| { | |
| "name":"Dutch NER Annotations for UD LassySmall", | |
| "url":"https://nlp.town", | |
| "license":"CC BY-SA 4.0", | |
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| { | |
| "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" | |
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| { | |
| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
| "url":"https://spacy.io", | |
| "license":"CC0", | |
| "author":"Explosion" | |
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