{ "lang":"nl", "name":"core_news_sm", "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":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", "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":0.9349210503, "dep_uas":0.8552811724, "dep_las":0.8057499239, "ents_p":0.7305475504, "ents_r":0.7012448133, "ents_f":0.7155963303, "sents_p":0.8511659808, "sents_r":0.8902439024, "sents_f":0.8702664797, "speed":3825.7629872661, "dep_las_per_type":{ "nmod:poss":{ "p":0.9553903346, "r":0.9379562044, "f":0.9465930018 }, "nsubj":{ "p":0.828229028, "r":0.8178829717, "f":0.8230234866 }, "aux":{ "p":0.8929765886, "r":0.8782894737, "f":0.8855721393 }, "advmod":{ "p":0.7687016337, "r":0.786971831, "f":0.7777294476 }, "root":{ "p":0.8504801097, "r":0.8895265423, "f":0.8695652174 }, "det":{ "p":0.93700126, "r":0.9645482058, "f":0.9505752024 }, "amod":{ "p":0.8596646072, "r":0.8727598566, "f":0.866162739 }, "obl":{ "p":0.737449118, "r":0.7409679618, "f":0.7392043523 }, "mark":{ "p":0.887477314, "r":0.8907103825, "f":0.8890909091 }, "ccomp":{ "p":0.6146788991, "r":0.6261682243, "f":0.6203703704 }, "case":{ "p":0.9337199669, "r":0.9550847458, "f":0.9442815249 }, "appos":{ "p":0.7269736842, "r":0.6696969697, "f":0.6971608833 }, "obj":{ "p":0.7103347889, "r":0.743902439, "f":0.7267311988 }, "compound:prt":{ "p":0.7638190955, "r":0.7004608295, "f":0.7307692308 }, "xcomp":{ "p":0.6356877323, "r":0.6286764706, "f":0.6321626617 }, "flat":{ "p":0.8104046243, "r":0.7619565217, "f":0.7854341737 }, "expl:pv":{ "p":0.7021276596, "r":0.75, "f":0.7252747253 }, "acl":{ "p":0.5064935065, "r":0.4020618557, "f":0.4482758621 }, "advcl":{ "p":0.4837209302, "r":0.4684684685, "f":0.47597254 }, "nummod":{ "p":0.8301282051, "r":0.8633333333, "f":0.8464052288 }, "nmod":{ "p":0.7062240664, "r":0.7438811189, "f":0.7245636441 }, "cc":{ "p":0.8563327032, "r":0.8595825427, "f":0.8579545455 }, "conj":{ "p":0.5967957276, "r":0.6081632653, "f":0.602425876 }, "nsubj:pass":{ "p":0.753164557, "r":0.748427673, "f":0.7507886435 }, "aux:pass":{ "p":0.8681318681, "r":0.8777777778, "f":0.8729281768 }, "cop":{ "p":0.7167235495, "r":0.7720588235, "f":0.7433628319 }, "parataxis":{ "p":0.3440366972, "r":0.2737226277, "f":0.3048780488 }, "iobj":{ "p":0.6315789474, "r":0.3636363636, "f":0.4615384615 }, "acl:relcl":{ "p":0.5914634146, "r":0.6100628931, "f":0.600619195 }, "expl":{ "p":0.5, "r":0.5714285714, "f":0.5333333333 }, "fixed":{ "p":0.7220630372, "r":0.4337349398, "f":0.5419354839 }, "obl:agent":{ "p":1.0, "r":0.8620689655, "f":0.9259259259 }, "csubj":{ "p":0.5333333333, "r":0.4, "f":0.4571428571 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 } }, "ents_per_type":{ "DATE":{ "p":0.9459459459, "r":0.9090909091, "f":0.9271523179 }, "NORP":{ "p":0.6698113208, "r":0.8554216867, "f":0.7513227513 }, "ORG":{ "p":0.728, "r":0.5384615385, "f":0.619047619 }, "CARDINAL":{ "p":0.8815789474, "r":0.9571428571, "f":0.9178082192 }, "GPE":{ "p":0.6724137931, "r":0.8571428571, "f":0.7536231884 }, "MONEY":{ "p":0.2, "r":0.3333333333, "f":0.25 }, "PERCENT":{ "p":1.0, "r":1.0, "f":1.0 }, "PERSON":{ "p":0.6907894737, "r":0.6796116505, "f":0.6851549755 }, "LAW":{ "p":1.0, "r":1.0, "f":1.0 }, "ORDINAL":{ "p":0.9090909091, "r":0.9090909091, "f":0.9090909091 }, "WORK_OF_ART":{ "p":0.6203703704, "r":0.3722222222, "f":0.4652777778 }, "LANGUAGE":{ "p":0.5833333333, "r":0.6363636364, "f":0.6086956522 }, "QUANTITY":{ "p":0.8461538462, "r":0.9166666667, "f":0.88 }, "LOC":{ "p":0.2631578947, "r":0.1470588235, "f":0.1886792453 }, "FAC":{ "p":0.037037037, "r":0.0714285714, "f":0.0487804878 }, "EVENT":{ "p":0.3684210526, "r":0.3043478261, "f":0.3333333333 }, "PRODUCT":{ "p":0.0, "r":0.0, "f":0.0 }, "TIME":{ "p":1.0, "r":1.0, "f":1.0 } }, "token_acc":0.9997165842, "pos_acc":0.9546138579, "morph_acc":0.9458392409, "lemma_acc":0.8520836514, "morph_per_feat":{ "Person":{ "p":0.986328125, "r":0.964660936, "f":0.9753742154 }, "Poss":{ "p":0.9846153846, "r":0.9733840304, "f":0.9789674952 }, "PronType":{ "p":0.9872013652, "r":0.9609634551, "f":0.9739057239 }, "Gender":{ "p":0.8911903513, "r":0.860724234, "f":0.875692387 }, "Number":{ "p":0.9758520556, "r":0.9529850746, "f":0.9642830174 }, "Tense":{ "p":0.9692565679, "r":0.9527472527, "f":0.9609310058 }, "VerbForm":{ "p":0.9379733141, "r":0.9359481828, "f":0.9369596542 }, "Degree":{ "p":0.9393491124, "r":0.9058487874, "f":0.9222948439 }, "Definite":{ "p":0.9951584507, "r":0.9947206335, "f":0.9949394939 }, "Case":{ "p":0.9940239044, "r":0.9940239044, "f":0.9940239044 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Foreign":{ "p":0.68, "r":0.2615384615, "f":0.3777777778 }, "Abbr":{ "p":0.8333333333, "r":0.8333333333, "f":0.8333333333 } } }, "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" } ], "requirements":[ ] }