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da_core_news_trf

spacy / da_core_news_trf

Run on huggingface.co
huggingface.co
Total runs: 16
24-hour runs: -3
7-day runs: 4
30-day runs: 5
Model's Last Updated: October 10 2023
token-classification

Introduction of da_core_news_trf

Model Details of da_core_news_trf

Details: https://spacy.io/models/da#da_core_news_trf

Danish transformer pipeline (Transformer(name='vesteinn/DanskBERT', piece_encoder='xlm-roberta-sentencepiece', stride=120, type='xlm-roberta', width=768, window=152, vocab_size=50005)). Components: transformer, morphologizer, parser, lemmatizer (trainable_lemmatizer), ner, attribute_ruler.

Feature Description
Name da_core_news_trf
Version 3.7.2
spaCy >=3.7.0,<3.8.0
Default Pipeline transformer , morphologizer , parser , lemmatizer , attribute_ruler , ner
Components transformer , morphologizer , parser , lemmatizer , attribute_ruler , ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources UD Danish DDT v2.8 (Johannsen, Anders; Martínez Alonso, Héctor; Plank, Barbara)
DaNE (Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders Søgaard)
vesteinn/DanskBERT (Snæbjarnarson, Vésteinn and Simonsen, Annika and Glavaš, Goran and Vulić, Ivan)
License CC BY-SA 4.0
Author Explosion
Label Scheme
View label scheme (193 labels for 3 components)
Component Labels
morphologizer AdpType=Prep|POS=ADP , Definite=Ind|Gender=Com|Number=Sing|POS=NOUN , Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act , POS=PROPN , Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Definite=Def|Gender=Neut|Number=Sing|POS=NOUN , POS=SCONJ , Definite=Def|Gender=Com|Number=Sing|POS=NOUN , Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act , POS=ADV , Number=Plur|POS=DET|PronType=Dem , Degree=Pos|Number=Plur|POS=ADJ , Definite=Ind|Gender=Com|Number=Plur|POS=NOUN , POS=PUNCT , POS=CCONJ , Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ , Degree=Cmp|POS=ADJ , POS=PRON|PartType=Inf , Gender=Com|Number=Sing|POS=DET|PronType=Ind , Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN , Definite=Def|Degree=Pos|Number=Sing|POS=ADJ , Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Degree=Pos|POS=ADV , Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN , POS=PRON|PronType=Dem , NumType=Card|POS=NUM , Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs , Degree=Pos|Gender=Com|Number=Sing|POS=ADJ , Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs , NumType=Ord|POS=ADJ , Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes , Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , POS=VERB|VerbForm=Inf|Voice=Act , Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=NOUN , Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass , POS=ADP|PartType=Inf , Degree=Pos|POS=ADJ , Definite=Def|Gender=Com|Number=Plur|POS=NOUN , Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN , POS=AUX|VerbForm=Inf|Voice=Act , Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ , Gender=Com|Number=Sing|POS=DET|PronType=Dem , Number=Plur|POS=DET|PronType=Ind , Gender=Com|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , POS=PART|PartType=Inf , Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Com|POS=PRON|PronType=Ind , Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Mood=Imp|POS=VERB , Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part , POS=X , Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN , POS=VERB|Tense=Pres|VerbForm=Part , Number=Plur|POS=PRON|PronType=Int,Rel , POS=VERB|VerbForm=Inf|Voice=Pass , Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN , Degree=Cmp|POS=ADV , POS=ADV|PartType=Inf , Degree=Sup|POS=ADV , Number=Plur|POS=PRON|PronType=Dem , Number=Plur|POS=PRON|PronType=Ind , Definite=Def|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Gen|POS=PROPN , POS=ADP , Degree=Cmp|Number=Plur|POS=ADJ , Definite=Def|Degree=Sup|POS=ADJ , Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Degree=Pos|Number=Sing|POS=ADJ , Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes , Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form , Number=Plur|POS=PRON|PronType=Rcp , Case=Gen|Degree=Cmp|POS=ADJ , Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN , Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , POS=INTJ , Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form , Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs , Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN , Number=Sing|POS=PRON|PronType=Int,Rel , Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form , Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel , Definite=Def|Degree=Sup|Number=Plur|POS=ADJ , Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs , Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Ind|Number=Sing|POS=NOUN , Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes , POS=SYM , Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs , Degree=Sup|POS=ADJ , Number=Plur|POS=DET|PronType=Ind|Style=Arch , Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem , Foreign=Yes|POS=X , POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs , Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|POS=PRON|PronType=Int,Rel , Gender=Com|Number=Sing|POS=PRON|PronType=Dem , Abbr=Yes|POS=X , Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN , Definite=Def|Degree=Abs|POS=ADJ , Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ , Definite=Ind|POS=NOUN , Gender=Com|Number=Plur|POS=NOUN , Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Gender=Com|POS=PRON|PronType=Int,Rel , Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs , Degree=Abs|POS=ADV , POS=VERB|VerbForm=Ger , POS=VERB|Tense=Past|VerbForm=Part , Definite=Def|Degree=Sup|Number=Sing|POS=ADJ , Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form , Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ , Case=Gen|Degree=Pos|Number=Plur|POS=ADJ , Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs , Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel , POS=VERB|Tense=Pres , Case=Gen|Number=Plur|POS=DET|PronType=Ind , Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs , POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs , Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , POS=AUX|Tense=Pres|VerbForm=Part , Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes , Degree=Sup|Number=Plur|POS=ADJ , Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs , Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Ind|Number=Plur|POS=NOUN , Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Mood=Imp|POS=AUX , Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind , Case=Gen|POS=NOUN , Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs , POS=DET|PronType=Dem , Definite=Def|Number=Plur|POS=NOUN
parser ROOT , acl:relcl , advcl , advmod , advmod:lmod , amod , appos , aux , case , cc , ccomp , compound:prt , conj , cop , dep , det , expl , fixed , flat , iobj , list , mark , nmod , nmod:poss , nsubj , nummod , obj , obl , obl:lmod , obl:tmod , punct , xcomp
ner LOC , MISC , ORG , PER
Accuracy
Type Score
TOKEN_ACC 99.89
TOKEN_P 99.78
TOKEN_R 99.75
TOKEN_F 99.76
POS_ACC 98.71
MORPH_ACC 98.45
MORPH_MICRO_P 99.30
MORPH_MICRO_R 98.86
MORPH_MICRO_F 99.08
SENTS_P 92.62
SENTS_R 93.44
SENTS_F 93.03
DEP_UAS 89.79
DEP_LAS 87.41
LEMMA_ACC 95.80
TAG_ACC 98.71
ENTS_P 88.66
ENTS_R 91.25
ENTS_F 89.94

Runs of spacy da_core_news_trf on huggingface.co

16
Total runs
-3
24-hour runs
3
3-day runs
4
7-day runs
5
30-day runs

More Information About da_core_news_trf huggingface.co Model

More da_core_news_trf license Visit here:

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

da_core_news_trf huggingface.co

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

da_core_news_trf huggingface.co Url

https://huggingface.co/spacy/da_core_news_trf

spacy da_core_news_trf online free

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

spacy da_core_news_trf online free url in huggingface.co:

https://huggingface.co/spacy/da_core_news_trf

da_core_news_trf install

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

da_core_news_trf install url in huggingface.co:

https://huggingface.co/spacy/da_core_news_trf

Url of da_core_news_trf

da_core_news_trf huggingface.co Url

Provider of da_core_news_trf huggingface.co

spacy
ORGANIZATIONS
huggingface.co

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