fransis3/nb_norne_mmbert

Feature	Description
Name	nb_norne_mmbert
Version	0.1.0
spaCy	>=3.8.11,<3.9.0
Default Pipeline	transformer, morphologizer, trainable_lemmatizer, parser, ner
Components	transformer, morphologizer, trainable_lemmatizer, parser, ner
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (345 labels for 3 components)

Component	Labels
morphologizer	Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, POS=CCONJ, Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, POS=ADP, 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, 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=SCONJ, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin, Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part, Definite=Ind|Degree=Pos|Gender=Fem,Masc|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|Gender=Fem,Masc|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, 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, Definite=Def|Degree=Pos|NumType=Ord|Number=Sing|POS=ADJ, 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, POS=NOUN, 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=ADV, 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, POS=DET|PronType=Prs, Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Gender=Neut|POS=PROPN, Gender=Masc|Number=Sing|POS=DET|Polarity=Neg, Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part, Definite=Ind|Degree=Pos|Gender=Fem,Masc|NumType=Ord|Number=Sing|POS=ADJ, 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, 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, Number=Plur|POS=PRON|Person=3|PronType=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, Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs, Mood=Imp|POS=AUX|VerbForm=Fin, Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot, NumType=Ord|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, Case=Gen|POS=NOUN, Definite=Ind|Gender=Fem,Masc|Number=Sing|POS=ADJ, NumType=Card|POS=NUM, Case=Gen|Gender=Masc|POS=PROPN, Animacy=Hum|Number=Plur|POS=PRON|PronType=Rcp, Abbr=Yes|POS=ADP, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, 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, Degree=Pos|NumType=Ord|Number=Plur|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, Number=Plur|POS=DET, 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, Gender=Neut|Number=Sing|POS=DET|Polarity=Neg, Number=Plur|POS=NOUN, POS=PRON|PronType=Prs, Case=Gen|Definite=Ind|Degree=Pos|Gender=Fem,Masc|Number=Sing|POS=ADJ, Definite=Ind|Gender=Fem,Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin,Part, Gender=Masc|Number=Sing|POS=DET, 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|Gender=Fem,Masc|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, POS=NOUN|PronType=Prs, Gender=Fem|Number=Sing|POS=DET|PronType=Int, Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ, Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Definite=Ind|Degree=Pos|Gender=Neut|NumType=Ord|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, Gender=Fem,Masc|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, Number=Plur|POS=ADJ, 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, Animacy=Hum|Case=Nom|POS=PRON|Person=1|PronType=Prs, Gender=Neut|POS=PRON|Person=3|PronType=Prs, Definite=Ind|Degree=Pos|Gender=Neut|POS=ADJ, Definite=Ind|Gender=Fem|POS=NOUN, Gender=Masc|POS=PRON|Poss=Yes|PronType=Prs, Gender=Neut|POS=PRON|Poss=Yes|PronType=Prs, Definite=Ind|Gender=Neut|POS=NOUN, Animacy=Hum|Case=Acc|POS=PRON|Person=1|PronType=Prs, Definite=Ind|Degree=Pos|Gender=Masc|POS=ADJ, Case=Nom|Gender=Masc|POS=PRON|Person=3|PronType=Prs, POS=DET|PronType=Int, Gender=Masc|Number=Plur|POS=NOUN, Gender=Neut|POS=DET|PronType=Dem, Gender=Fem|Number=Plur|POS=NOUN, Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|POS=PRON|PronType=Prs, Gender=Fem|POS=DET|PronType=Dem, Gender=Fem|POS=PRON|Poss=Yes|PronType=Prs, Gender=Masc|POS=DET|PronType=Art, Animacy=Hum|POS=PRON|PronType=Art,Prs, Gender=Neut|POS=DET|PronType=Art, Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Definite=Ind|Gender=Neut|POS=ADJ|VerbForm=Part, Definite=Ind|Gender=Fem,Masc|POS=ADJ|VerbForm=Part, Definite=Ind|Gender=Masc|POS=DET|PronType=Dem, Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Fem|POS=DET|PronType=Art, Case=Gen|Gender=Neut|POS=NOUN, Case=Gen|Definite=Ind|Gender=Neut|POS=NOUN, Definite=Ind|Gender=Neut|POS=DET|PronType=Dem, Gender=Masc|POS=DET|PronType=Dem, Gender=Neut|POS=DET|PronType=Ind, POS=DET|PronType=Dem, Case=Acc|Gender=Masc|POS=PRON|Person=3|PronType=Prs, Gender=Fem,Masc|POS=DET|PronType=Tot, Case=Gen|Definite=Ind|Gender=Masc|POS=NOUN, Gender=Masc|NumType=Card|POS=NUM, Gender=Masc|POS=DET|PronType=Ind, Gender=Masc|POS=DET|PronType=Tot, Gender=Neut|POS=DET|PronType=Tot, Definite=Ind|Gender=Masc|POS=DET|PronType=Prs, Case=Gen|Gender=Masc|POS=NOUN, Gender=Fem,Masc|POS=PRON|Person=3|PronType=Prs, Abbr=Yes|POS=PRON|PronType=Prs, Definite=Ind|Gender=Neut|POS=DET|PronType=Prs, Definite=Ind|Gender=Fem|POS=DET|PronType=Dem, Animacy=Hum|Case=Nom|POS=PRON|Person=2|PronType=Prs, Animacy=Hum|Case=Acc|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Fem|POS=PRON|Person=3|PronType=Prs, Gender=Fem|POS=DET|PronType=Tot, Case=Acc|Gender=Fem|POS=PRON|Person=3|PronType=Prs, Gender=Fem|POS=DET|Polarity=Neg, Gender=Fem|NumType=Card|POS=NUM, Definite=Ind|Degree=Pos|Gender=Fem|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|POS=DET|PronType=Dem, Abbr=Yes|POS=CCONJ, Gender=Masc|POS=PRON|Person=3|PronType=Ind,Prs, Gender=Masc|POS=DET|Polarity=Neg, Definite=Ind|Gender=Fem|POS=DET|PronType=Prs, Gender=Masc|POS=PRON|Person=3|PronType=Prs, POS=PRON, Abbr=Yes|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Gender=Masc|POS=DET, Gender=Neut|POS=DET|PronType=Prs, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin,Part, Case=Gen|Degree=Pos|POS=ADJ, Gender=Fem|POS=DET|PronType=Ind, Case=Gen|Definite=Ind|Degree=Pos|Gender=Fem,Masc|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Gender=Neut|NumType=Card|POS=NUM, Gender=Fem|POS=PRON|Person=3|PronType=Art,Prs, Abbr=Yes|Gender=Masc|POS=PROPN, Definite=Ind|Gender=Fem|POS=ADJ|VerbForm=Part, Case=Gen|Definite=Ind|Gender=Fem|POS=NOUN, Definite=Ind|Degree=Pos|Gender=Neut|POS=ADJ|VerbForm=Part, POS=ADV|VerbForm=Inf, Case=Gen|Gender=Neut|POS=DET|PronType=Dem, Definite=Ind|Gender=Neut|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin,Part, Definite=Ind|Gender=Neut|POS=ADJ, Definite=Ind|Degree=Pos|Gender=Fem,Masc|POS=ADJ|VerbForm=Part, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Definite=Ind|Gender=Fem,Masc|Number=Plur|POS=ADJ|VerbForm=Part, NumType=Card|POS=NUM|PronType=Dem, Definite=Ind|Gender=Fem,Masc|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin,Part, Abbr=Yes|Gender=Fem|POS=NOUN, Degree=Pos|Gender=Fem,Masc|POS=ADJ, Abbr=Yes|Definite=Ind|Gender=Masc|POS=NOUN
parser	ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound, conj, cop, csubj, dep, det, discourse, dislocated, expl, flat, flat:foreign, flat:name, iobj, mark, nmod, nmod:poss, nsubj, nsubj:outer, nsubj:pass, nummod, obj, obl, parataxis, punct, reparandum, xcomp
ner	DRV, EVT, GPE_LOC, GPE_ORG, LOC, MISC, ORG, PER, PROD

Accuracy

Type	Score
POS_ACC	98.54
MORPH_ACC	97.06
LEMMA_ACC	98.26
DEP_UAS	94.03
DEP_LAS	92.63
SENTS_P	97.34
SENTS_R	98.19
SENTS_F	97.77
ENTS_F	88.86
ENTS_P	88.58
ENTS_R	89.15
TRANSFORMER_LOSS	712104.54
MORPHOLOGIZER_LOSS	223627.97
TRAINABLE_LEMMATIZER_LOSS	171711.92
PARSER_LOSS	2299573.44
NER_LOSS	54365.06