{ "lang":"nl", "name":"core_news_sm", "version":"3.2.0", "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":">=3.2.0,<3.3.0", "spacy_git_version":"bb26550e2", "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=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" ], "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":{ "token_acc":0.9997165842, "token_p":0.9974281853, "token_r":0.9975586363, "token_f":0.9974934066, "pos_acc":0.9581243184, "morph_acc":0.9498527648, "morph_micro_p":0.9588741568, "morph_micro_r":0.9384419251, "morph_micro_f":0.9485480234, "morph_per_feat":{ "Person":{ "p":0.991202346, "r":0.9694072658, "f":0.9801836636 }, "Poss":{ "p":0.9923076923, "r":0.9885057471, "f":0.990403071 }, "PronType":{ "p":0.9914310197, "r":0.961762261, "f":0.976371308 }, "Gender":{ "p":0.9029177719, "r":0.8659374205, "f":0.8840410336 }, "Number":{ "p":0.9755422243, "r":0.949259093, "f":0.9622212107 }, "Tense":{ "p":0.9620958751, "r":0.9488730071, "f":0.9554386936 }, "VerbForm":{ "p":0.9396676301, "r":0.9359481828, "f":0.9378042185 }, "Degree":{ "p":0.9345930233, "r":0.9238505747, "f":0.9291907514 }, "Definite":{ "p":0.995584989, "r":0.9925176056, "f":0.994048931 }, "Case":{ "p":0.9960159363, "r":0.9960159363, "f":0.9960159363 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Abbr":{ "p":0.9, "r":0.5, "f":0.6428571429 } }, "tag_acc":0.9392161567, "sents_p":0.8339006127, "sents_r":0.8787661406, "sents_f":0.8557457213, "dep_uas":0.8546007605, "dep_las":0.8062660009, "dep_las_per_type":{ "det":{ "p":0.8796718323, "r":0.9516765286, "f":0.9142586452 }, "nsubj":{ "p":0.7457627119, "r":0.7857142857, "f":0.7652173913 }, "root":{ "p":0.7325428195, "r":0.8298507463, "f":0.77816655 }, "case":{ "p":0.8851174935, "r":0.9373271889, "f":0.9104744852 }, "obl":{ "p":0.7081339713, "r":0.7036450079, "f":0.7058823529 }, "nmod":{ "p":0.6162420382, "r":0.6753926702, "f":0.6444629475 }, "advmod":{ "p":0.6918604651, "r":0.7212121212, "f":0.706231454 }, "obj":{ "p":0.717472119, "r":0.7121771218, "f":0.7148148148 }, "mark":{ "p":0.8205128205, "r":0.7933884298, "f":0.8067226891 }, "advcl":{ "p":0.52, "r":0.4297520661, "f":0.4705882353 }, "amod":{ "p":0.8108581436, "r":0.8448905109, "f":0.8275245755 }, "acl:relcl":{ "p":0.6329113924, "r":0.6097560976, "f":0.6211180124 }, "cop":{ "p":0.7094594595, "r":0.5769230769, "f":0.6363636364 }, "cc":{ "p":0.798013245, "r":0.8281786942, "f":0.8128161889 }, "conj":{ "p":0.54784689, "r":0.5066371681, "f":0.5264367816 }, "fixed":{ "p":0.7045454545, "r":0.2520325203, "f":0.371257485 }, "flat":{ "p":0.7467889908, "r":0.6933560477, "f":0.7190812721 }, "csubj":{ "p":0.75, "r":0.5, "f":0.6 }, "aux":{ "p":0.7647058824, "r":0.7572815534, "f":0.7609756098 }, "compound:prt":{ "p":0.7727272727, "r":0.6623376623, "f":0.7132867133 }, "nummod":{ "p":0.5641025641, "r":0.602739726, "f":0.582781457 }, "acl":{ "p":0.4375, "r":0.3559322034, "f":0.3925233645 }, "expl":{ "p":0.4, "r":0.3333333333, "f":0.3636363636 }, "appos":{ "p":0.6092715232, "r":0.5317919075, "f":0.5679012346 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "nsubj:pass":{ "p":0.7882352941, "r":0.7790697674, "f":0.783625731 }, "aux:pass":{ "p":0.8252427184, "r":0.8673469388, "f":0.8457711443 }, "ccomp":{ "p":0.5882352941, "r":0.5882352941, "f":0.5882352941 }, "xcomp":{ "p":0.36, "r":0.6164383562, "f":0.4545454545 }, "parataxis":{ "p":0.350877193, "r":0.2684563758, "f":0.3041825095 }, "expl:pv":{ "p":0.8095238095, "r":0.8947368421, "f":0.85 }, "iobj":{ "p":0.3636363636, "r":0.4, "f":0.380952381 }, "nmod:poss":{ "p":0.8940397351, "r":0.8823529412, "f":0.8881578947 }, "obl:agent":{ "p":0.6875, "r":0.7857142857, "f":0.7333333333 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 } }, "lemma_acc":0.8133109449, "ents_p":0.7446964155, "ents_r":0.704011065, "ents_f":0.7237824387, "ents_per_type":{ "DATE":{ "p":0.9317406143, "r":0.8863636364, "f":0.9084858569 }, "NORP":{ "p":0.693877551, "r":0.8192771084, "f":0.7513812155 }, "ORG":{ "p":0.762295082, "r":0.550295858, "f":0.6391752577 }, "CARDINAL":{ "p":0.858974359, "r":0.9571428571, "f":0.9054054054 }, "GPE":{ "p":0.6722689076, "r":0.8791208791, "f":0.7619047619 }, "MONEY":{ "p":0.0, "r":0.0, "f":0.0 }, "PERCENT":{ "p":0.6666666667, "r":1.0, "f":0.8 }, "PERSON":{ "p":0.7281879195, "r":0.7022653722, "f":0.7149917628 }, "WORK_OF_ART":{ "p":0.6146788991, "r":0.3722222222, "f":0.4636678201 }, "LAW":{ "p":1.0, "r":1.0, "f":1.0 }, "PRODUCT":{ "p":0.0, "r":0.0, "f":0.0 }, "ORDINAL":{ "p":0.90625, "r":0.8787878788, "f":0.8923076923 }, "LANGUAGE":{ "p":0.4375, "r":0.6363636364, "f":0.5185185185 }, "QUANTITY":{ "p":0.9166666667, "r":0.9166666667, "f":0.9166666667 }, "LOC":{ "p":0.6428571429, "r":0.2647058824, "f":0.375 }, "FAC":{ "p":0.0625, "r":0.0714285714, "f":0.0666666667 }, "EVENT":{ "p":0.3157894737, "r":0.2608695652, "f":0.2857142857 }, "TIME":{ "p":0.5, "r":1.0, "f":0.6666666667 } }, "speed":3273.3086753398 }, "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 LassySmall v2.8", "url":"https://github.com/UniversalDependencies/UD_Dutch-LassySmall", "license":"CC BY-SA 4.0", "author":"Bouma, Gosse; van Noord, Gertjan" }, { "name":"UD Dutch Alpino v2.8", "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" }, { "name":"spaCy lookups data", "author":"Explosion", "url":"https://github.com/explosion/spacy-lookups-data", "license":"MIT" } ], "requirements":[ ] }