CoolFace
Modelpublic

spacy/nb_core_news_sm

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

Details: https://spacy.io/models/nb#nbcorenews_sm

Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainablelemmatizer), senter, ner, attributeruler.

FeatureDescription
Namenb_core_news_sm
Version3.7.0
spaCy>=3.7.0,<3.8.0
Default Pipelinetok2vec, morphologizer, parser, lemmatizer, attribute_ruler, ner
Componentstok2vec, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner
Vectors0 keys, 0 unique vectors (0 dimensions)
SourcesUD Norwegian Bokmaal v2.8 (Øvrelid, Lilja; Jørgensen, Fredrik; Hohle, Petter)<br />NorNE: Norwegian Named Entities (commit: bd311de5) (Language Technology Group (University of Oslo))
LicenseMIT
AuthorExplosion

Label Scheme

<details>

<summary>View label scheme (249 labels for 3 components)</summary>

ComponentLabels
`morphologizer``Definite=Ind\Gender=Neut\Number=Sing\POS=NOUN, POS=CCONJ, Definite=Ind\Gender=Masc\Number=Sing\POS=NOUN, POS=SCONJ, Definite=Def\Gender=Masc\Number=Sing\POS=NOUN, Definite=Ind\Gender=Neut\Number=Plur\POS=NOUN, POS=PUNCT, Mood=Ind\POS=VERB\Tense=Past\VerbForm=Fin, POS=ADP, Gender=Masc\Number=Sing\POS=DET\PronType=Dem, Definite=Def\Degree=Pos\Number=Sing\POS=ADJ, POS=PROPN, POS=X, Mood=Ind\POS=VERB\Tense=Pres\VerbForm=Fin, Definite=Def\Gender=Neut\Number=Sing\POS=NOUN, POS=PRON\PronType=Rel, Mood=Ind\POS=AUX\Tense=Pres\VerbForm=Fin, Definite=Ind\Gender=Neut\Number=Sing\POS=ADJ\VerbForm=Part, Definite=Ind\Degree=Pos\Number=Sing\POS=ADJ, Definite=Ind\Gender=Fem\Number=Sing\POS=NOUN, Number=Plur\POS=ADJ\VerbForm=Part, Definite=Ind\Gender=Fem\Number=Plur\POS=NOUN, POS=ADV, Gender=Neut\Number=Sing\POS=PRON\Person=3\PronType=Prs, Definite=Ind\Number=Sing\POS=ADJ\VerbForm=Part, POS=VERB\VerbForm=Part, Definite=Ind\Gender=Masc\Number=Plur\POS=NOUN, Definite=Ind\Degree=Pos\Gender=Neut\Number=Sing\POS=ADJ, Degree=Pos\Number=Plur\POS=ADJ, NumType=Card\Number=Plur\POS=NUM, Definite=Def\Gender=Masc\Number=Plur\POS=NOUN, Case=Acc\POS=PRON\PronType=Prs\Reflex=Yes, Case=Gen\Definite=Ind\Gender=Neut\Number=Sing\POS=NOUN, POS=PART, POS=VERB\VerbForm=Inf, Case=Nom\Number=Plur\POS=PRON\Person=3\PronType=Prs, Mood=Ind\POS=AUX\Tense=Past\VerbForm=Fin, Gender=Fem\POS=PROPN, POS=NOUN, Gender=Masc\POS=PROPN, Gender=Neut\Number=Sing\POS=DET\PronType=Dem, Gender=Masc\Number=Sing\POS=DET\PronType=Art, Case=Gen\Definite=Def\Gender=Masc\Number=Sing\POS=NOUN, Abbr=Yes\POS=PROPN, POS=PART\Polarity=Neg, Number=Plur\POS=PRON\Poss=Yes\PronType=Prs, Case=Gen\Definite=Ind\Gender=Neut\Number=Plur\POS=NOUN, Case=Gen\POS=PROPN, Gender=Fem\Number=Sing\POS=DET\PronType=Dem, Gender=Masc\Number=Sing\POS=PRON\Poss=Yes\PronType=Prs, Definite=Def\Degree=Sup\POS=ADJ, Case=Gen\Gender=Fem\POS=PROPN, Number=Plur\POS=DET\PronType=Dem, Case=Gen\Definite=Def\Gender=Neut\Number=Sing\POS=NOUN, Definite=Ind\Degree=Sup\POS=ADJ, Definite=Def\Gender=Fem\Number=Plur\POS=NOUN, Gender=Neut\POS=PROPN, Number=Plur\POS=DET\PronType=Int, Definite=Def\Gender=Neut\Number=Plur\POS=NOUN, Definite=Def\POS=DET\PronType=Dem, Gender=Neut\Number=Sing\POS=DET\PronType=Art, Mood=Ind\POS=VERB\Tense=Pres\VerbForm=Fin\Voice=Pass, Abbr=Yes\Case=Gen\POS=PROPN, Animacy=Hum\Case=Nom\Gender=Masc\Number=Sing\POS=PRON\Person=3\PronType=Prs, Degree=Cmp\POS=ADJ, POS=ADJ\VerbForm=Part, Gender=Neut\Number=Sing\POS=PRON\Poss=Yes\PronType=Prs, Abbr=Yes\POS=ADP, Definite=Ind\Gender=Neut\Number=Sing\POS=DET\PronType=Prs, Case=Gen\Definite=Def\Gender=Neut\Number=Plur\POS=NOUN, POS=AUX\VerbForm=Part, POS=PRON\PronType=Int, Gender=Fem\Number=Sing\POS=PRON\Poss=Yes\PronType=Prs, Number=Plur\POS=PRON\Person=3\PronType=Ind,Prs, Number=Plur\POS=DET\PronType=Ind, Degree=Pos\POS=ADJ, Animacy=Hum\Case=Nom\Number=Plur\POS=PRON\Person=1\PronType=Prs, POS=VERB\VerbForm=Inf\Voice=Pass, Definite=Ind\Gender=Fem\Number=Sing\POS=DET\PronType=Dem, Gender=Neut\Number=Sing\POS=DET\PronType=Ind, Animacy=Hum\Case=Acc\Gender=Masc\Number=Sing\POS=PRON\Person=3\PronType=Prs, Animacy=Hum\Case=Nom\Number=Sing\POS=PRON\Person=1\PronType=Prs, Number=Plur\POS=DET\Polarity=Neg\PronType=Neg, NumType=Card\POS=NUM, Gender=Masc\Number=Sing\POS=DET\PronType=Ind, POS=DET\PronType=Prs, Gender=Fem\Number=Sing\POS=DET\PronType=Ind, Case=Gen\Gender=Neut\POS=PROPN, Gender=Masc\Number=Sing\POS=DET\Polarity=Neg\PronType=Neg, Definite=Def\Number=Sing\POS=ADJ\VerbForm=Part, Gender=Fem,Masc\Number=Sing\POS=PRON\Person=3\PronType=Prs, POS=AUX\VerbForm=Inf, Case=Acc\Number=Plur\POS=PRON\Person=3\PronType=Prs, Case=Gen\Degree=Pos\Number=Plur\POS=ADJ, Number=Plur\POS=DET\PronType=Tot, Case=Gen\Gender=Masc\Number=Sing\POS=DET\PronType=Dem, Number=Plur\POS=DET\PronType=Prs, POS=SYM, Gender=Neut\NumType=Card\Number=Sing\POS=NUM, Animacy=Hum\Case=Nom\Number=Sing\POS=PRON\PronType=Prs, Definite=Ind\Gender=Masc\Number=Sing\POS=DET\PronType=Prs, Case=Gen\Definite=Ind\Gender=Masc\Number=Sing\POS=NOUN, Abbr=Yes\POS=ADV, Definite=Ind\Gender=Neut\Number=Sing\POS=DET\PronType=Dem, Gender=Masc\Number=Sing\POS=DET\PronType=Tot, Definite=Def\POS=DET\PronType=Prs, Animacy=Hum\Case=Nom\Gender=Fem\Number=Sing\POS=PRON\Person=3\PronType=Prs, Gender=Neut\POS=NOUN, Gender=Neut\Number=Sing\POS=DET\PronType=Int, Definite=Def\NumType=Card\POS=NUM, Mood=Imp\POS=VERB\VerbForm=Fin, Definite=Ind\Number=Plur\POS=NOUN, Gender=Neut\Number=Sing\POS=DET\PronType=Tot, Gender=Fem\Number=Sing\POS=DET\PronType=Tot, Animacy=Hum\Case=Acc\Number=Plur\POS=PRON\Person=1\PronType=Prs, Gender=Fem,Masc\Number=Sing\POS=PRON\Person=3\Polarity=Neg\PronType=Neg,Prs, Number=Plur\POS=PRON\Person=3\Polarity=Neg\PronType=Neg,Prs, Definite=Def\NumType=Card\Number=Sing\POS=NUM, Gender=Masc\NumType=Card\Number=Sing\POS=NUM, Definite=Ind\Gender=Masc\Number=Sing\POS=DET\PronType=Dem, Case=Gen\Definite=Def\Gender=Fem\Number=Plur\POS=NOUN, Case=Gen\Gender=Neut\Number=Sing\POS=DET\PronType=Dem, POS=SPACE, Animacy=Hum\Number=Sing\POS=PRON\PronType=Art,Prs, Mood=Imp\POS=AUX\VerbForm=Fin, Number=Plur\POS=PRON\Person=3\PronType=Prs,Tot, Number=Plur\POS=ADJ, Gender=Masc\POS=NOUN, Abbr=Yes\POS=NOUN, Case=Gen\Definite=Ind\Gender=Masc\Number=Plur\POS=NOUN, Gender=Neut\Number=Sing\POS=PRON\Person=3\PronType=Ind,Prs, POS=INTJ, Animacy=Hum\Case=Nom\Number=Sing\POS=PRON\Person=2\PronType=Prs, Animacy=Hum\Case=Acc\Number=Sing\POS=PRON\Person=1\PronType=Prs, Case=Gen\Definite=Def\Gender=Masc\Number=Plur\POS=NOUN, POS=ADJ, Animacy=Hum\Case=Acc\Gender=Fem\Number=Sing\POS=PRON\Person=3\PronType=Prs, Animacy=Hum\Case=Acc\Number=Sing\POS=PRON\Person=2\PronType=Prs, Definite=Def\Gender=Fem\Number=Sing\POS=NOUN, Number=Sing\POS=PRON\Polarity=Neg\PronType=Neg, Case=Gen\POS=NOUN, Definite=Ind\Number=Sing\POS=ADJ, Case=Gen\Gender=Masc\POS=PROPN, Animacy=Hum\Number=Plur\POS=PRON\PronType=Rcp, Case=Gen\Definite=Ind\Gender=Fem\Number=Sing\POS=NOUN, Number=Plur\POS=PRON\Person=3\PronType=Prs, Gender=Fem,Masc\Number=Sing\POS=PRON\Person=3\PronType=Ind,Prs, Definite=Ind\Gender=Fem\Number=Sing\POS=DET\PronType=Prs, Case=Gen\Definite=Def\Gender=Fem\Number=Sing\POS=NOUN, Gender=Fem\Number=Sing\POS=DET\PronType=Art, Case=Gen\Definite=Def\Degree=Pos\Number=Sing\POS=ADJ, Gender=Masc\Number=Sing\POS=DET\PronType=Int, NumType=Card\Number=Sing\POS=NUM, Animacy=Hum\Case=Acc\Number=Plur\POS=PRON\Person=2\PronType=Prs, Animacy=Hum\Case=Nom\Number=Plur\POS=PRON\Person=2\PronType=Prs, Case=Gen\Definite=Ind\Degree=Pos\Gender=Neut\Number=Sing\POS=ADJ, Degree=Sup\POS=ADJ, Animacy=Hum\POS=PRON\PronType=Int, POS=DET\PronType=Ind, Definite=Def\Number=Sing\POS=DET\PronType=Dem, Gender=Fem\POS=NOUN, Case=Gen\Number=Plur\POS=DET\PronType=Dem, Gender=Fem,Masc\Number=Sing\POS=PRON\Person=3\PronType=Prs,Tot, Case=Gen\Definite=Ind\Gender=Fem\Number=Plur\POS=NOUN, Gender=Neut\Number=Sing\POS=DET\Polarity=Neg\PronType=Neg, Number=Plur\POS=NOUN, POS=PRON\PronType=Prs, Case=Gen\Definite=Ind\Degree=Pos\Number=Sing\POS=ADJ, Definite=Ind\Number=Sing\POS=VERB\VerbForm=Part, Case=Gen\Definite=Def\Number=Sing\POS=ADJ\VerbForm=Part, Mood=Ind\POS=VERB\Tense=Past\VerbForm=Fin\Voice=Pass, Gender=Neut\Number=Sing\POS=DET\PronType=Dem,Ind, Animacy=Hum\POS=PRON\Poss=Yes\PronType=Int, Abbr=Yes\POS=ADJ, Case=Gen\Gender=Masc\Number=Sing\POS=DET\PronType=Art, Abbr=Yes\Definite=Def,Ind\Gender=Masc\Number=Sing\POS=NOUN, Case=Gen\Gender=Fem\Number=Sing\POS=DET\PronType=Dem, Number=Plur\POS=PRON\Poss=Yes\PronType=Rcp, Definite=Ind\Degree=Pos\POS=ADJ, Number=Plur\POS=DET\PronType=Art, Case=Gen\NumType=Card\Number=Plur\POS=NUM, Abbr=Yes\Definite=Def,Ind\Gender=Neut\Number=Plur,Sing\POS=NOUN, Case=Gen\Number=Plur\POS=DET\PronType=Tot, Abbr=Yes\Definite=Def,Ind\Gender=Masc\Number=Plur,Sing\POS=NOUN, Gender=Fem\Number=Sing\POS=DET\PronType=Int, Definite=Ind\Gender=Neut\Number=Sing\POS=ADJ, Case=Gen\Definite=Ind\Gender=Masc\Number=Sing\POS=DET\PronType=Dem, Gender=Fem\Number=Sing\POS=DET\PronType=Prs, Animacy=Hum\Case=Gen,Nom\Number=Sing\POS=PRON\PronType=Art,Prs, Definite=Def\Degree=Pos\Gender=Masc\Number=Sing\POS=ADJ, Animacy=Hum\Case=Gen\Number=Sing\POS=PRON\PronType=Art,Prs, Gender=Fem\NumType=Card\Number=Sing\POS=NUM, Definite=Ind\Gender=Masc\POS=NOUN, Definite=Def\Number=Plur\POS=NOUN, Number=Sing\POS=ADJ\VerbForm=Part, Definite=Ind\Gender=Masc\Number=Sing\POS=ADJ\VerbForm=Part, Abbr=Yes\Gender=Masc\POS=NOUN, Abbr=Yes\Case=Gen\POS=NOUN, Abbr=Yes\Mood=Ind\POS=VERB\Tense=Pres\VerbForm=Fin, Abbr=Yes\Degree=Pos\POS=ADJ, Case=Gen\Gender=Fem\POS=NOUN, Case=Gen\Degree=Cmp\POS=ADJ, Definite=Ind\Degree=Pos\Gender=Masc\Number=Sing\POS=ADJ, Gender=Masc\Number=Sing\POS=NOUN`
`parser`ROOT, acl, acl:cleft, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound, compound:prt, conj, cop, csubj, dep, det, discourse, expl, flat:foreign, flat:name, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, orphan, parataxis, punct, xcomp
`ner`DRV, EVT, GPE_LOC, GPE_ORG, LOC, MISC, ORG, PER, PROD

</details>

Accuracy

TypeScore
TOKEN_ACC99.81
TOKEN_P99.71
TOKEN_R99.53
TOKEN_F99.62
POS_ACC96.74
MORPH_ACC95.32
MORPH_MICRO_P97.02
MORPH_MICRO_R96.07
MORPH_MICRO_F96.54
SENTS_P91.96
SENTS_R93.48
SENTS_F92.71
DEP_UAS88.41
DEP_LAS85.16
LEMMA_ACC96.90
TAG_ACC96.74
ENTS_P76.06
ENTS_R74.35
ENTS_F75.19