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nl_core_news_sm

spacy / nl_core_news_sm

Run on huggingface.co
huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: -1
30-day runs: -8
Model's Last Updated: October 10 2023
token-classification

Introduction of nl_core_news_sm

Model Details of nl_core_news_sm

Details: https://spacy.io/models/nl#nl_core_news_sm

Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.

Feature Description
Name nl_core_news_sm
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec , morphologizer , tagger , parser , lemmatizer , attribute_ruler , ner
Components tok2vec , morphologizer , tagger , parser , lemmatizer , senter , attribute_ruler , ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources UD Dutch LassySmall v2.8 (Bouma, Gosse; van Noord, Gertjan)
Dutch NER Annotations for UD LassySmall (NLP Town)
UD Dutch Alpino v2.8 (Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan)
License CC BY-SA 4.0
Author Explosion
Label Scheme
View label scheme (323 labels for 4 components)
Component Labels
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
ner CARDINAL , DATE , EVENT , FAC , GPE , LANGUAGE , LAW , LOC , MONEY , NORP , ORDINAL , ORG , PERCENT , PERSON , PRODUCT , QUANTITY , TIME , WORK_OF_ART
Accuracy
Type Score
TAG_ACC 93.92
SENTS_P 85.00
SENTS_R 88.24
SENTS_F 86.59
DEP_UAS 85.35
DEP_LAS 80.15
ENTS_P 74.96
ENTS_R 71.02
ENTS_F 72.94
TOKEN_ACC 99.94
TOKEN_P 99.74
TOKEN_R 99.76
TOKEN_F 99.75
POS_ACC 95.73
MORPH_ACC 95.05
MORPH_MICRO_P 95.82
MORPH_MICRO_R 93.63
MORPH_MICRO_F 94.71
LEMMA_ACC 95.04

Runs of spacy nl_core_news_sm on huggingface.co

11
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
-8
30-day runs

More Information About nl_core_news_sm huggingface.co Model

More nl_core_news_sm license Visit here:

https://choosealicense.com/licenses/cc-by-sa-4.0

nl_core_news_sm huggingface.co

nl_core_news_sm huggingface.co is an AI model on huggingface.co that provides nl_core_news_sm's model effect (), which can be used instantly with this spacy nl_core_news_sm model. huggingface.co supports a free trial of the nl_core_news_sm model, and also provides paid use of the nl_core_news_sm. Support call nl_core_news_sm model through api, including Node.js, Python, http.

nl_core_news_sm huggingface.co Url

https://huggingface.co/spacy/nl_core_news_sm

spacy nl_core_news_sm online free

nl_core_news_sm huggingface.co is an online trial and call api platform, which integrates nl_core_news_sm's modeling effects, including api services, and provides a free online trial of nl_core_news_sm, you can try nl_core_news_sm online for free by clicking the link below.

spacy nl_core_news_sm online free url in huggingface.co:

https://huggingface.co/spacy/nl_core_news_sm

nl_core_news_sm install

nl_core_news_sm is an open source model from GitHub that offers a free installation service, and any user can find nl_core_news_sm on GitHub to install. At the same time, huggingface.co provides the effect of nl_core_news_sm install, users can directly use nl_core_news_sm installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

nl_core_news_sm install url in huggingface.co:

https://huggingface.co/spacy/nl_core_news_sm

Url of nl_core_news_sm

nl_core_news_sm huggingface.co Url

Provider of nl_core_news_sm huggingface.co

spacy
ORGANIZATIONS
huggingface.co

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