Details: https://spacy.io/models/de#de_core_news_lg
German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.
Feature | Description |
---|---|
Name | de_core_news_lg |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , tagger , morphologizer , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , tagger , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
Sources | TIGER Corpus (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit) Tiger2Dep (Wolfgang Seeker) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | MIT |
Author | Explosion |
Label Scheme
View label scheme (772 labels for 4 components)
Component | Labels |
---|---|
tagger |
$( , $, , $. , ADJA , ADJD , ADV , APPO , APPR , APPRART , APZR , ART , CARD , FM , ITJ , KOKOM , KON , KOUI , KOUS , NE , NN , NNE , PDAT , PDS , PIAT , PIS , PPER , PPOSAT , PPOSS , PRELAT , PRELS , PRF , PROAV , PTKA , PTKANT , PTKNEG , PTKVZ , PTKZU , PWAT , PWAV , PWS , TRUNC , VAFIN , VAIMP , VAINF , VAPP , VMFIN , VMINF , VMPP , VVFIN , VVIMP , VVINF , VVIZU , VVPP , XY , _SP |
morphologizer |
POS=PUNCT , Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , POS=ADV , Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , POS=ADP , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Dat|Gender=Neut|Number=Sing|POS=PROPN , POS=VERB|VerbForm=Part , Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Foreign=Yes|POS=X , Degree=Pos|POS=ADV , Case=Dat|Gender=Neut|Number=Sing|POS=ADP , Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , POS=CCONJ , POS=SCONJ , Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , POS=VERB|VerbForm=Inf , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Acc|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , Case=Dat|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , POS=PART , Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Dat|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Dat|Number=Plur|POS=PROPN , POS=PRON|PronType=Ind , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|Number=Sing|POS=PROPN , Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Dat|Gender=Masc|Number=Plur|POS=NOUN , POS=NUM , Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Dat|Gender=Masc|Number=Sing|POS=ADP , Gender=Neut|POS=NOUN , Case=Acc|Number=Sing|POS=PROPN , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Nom|Number=Plur|POS=NOUN , Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Nom|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , POS=PROPN , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , POS=INTJ , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Gender=Masc|POS=NOUN , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , POS=SCONJ|PronType=Int , Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Number=Sing|POS=PRON|PronType=Ind , Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Gender=Neut|POS=PRON|PronType=Ind , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Number=Plur|POS=NOUN , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PROPN , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Fem|Number=Sing|POS=ADP , Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Int , Case=Gen|Number=Plur|POS=PROPN , Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Degree=Cmp|POS=ADV , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem , Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Neut|Number=Sing|POS=ADP , Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int , Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Gen|Number=Sing|POS=PROPN , Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Gen|Gender=Neut|Number=Sing|POS=PROPN , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , POS=X , Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Gen|Gender=Neut|Number=Plur|POS=NOUN , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , POS=SPACE , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , POS=DET|PronType=Ind , Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Gender=Neut|Number=Sing|POS=PROPN , Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Number=Sing|POS=NOUN , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Degree=Pos|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|Degree=Pos|Number=Plur|POS=ADJ , Case=Acc|Number=Plur|POS=NOUN , Case=Dat|Number=Plur|POS=PRON|PronType=Rel , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel , POS=AUX|VerbForm=Inf , Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Dat|Gender=Fem|Number=Sing|POS=PROPN , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , POS=ADV|PronType=Int , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , POS=AUX|VerbForm=Part , Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=DET|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Gender=Neut|Number=Sing|POS=PROPN , Case=Nom|Number=Plur|POS=DET|PronType=Ind , Degree=Sup|POS=ADV , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Number=Sing|POS=NOUN , Case=Acc|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Gen|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Number=Plur|POS=DET|PronType=Ind , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Dat|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Gender=Fem|POS=NOUN , Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Dat|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Case=Dat|Gender=Fem|Number=Plur|POS=PROPN , Case=Dat|Number=Sing|POS=PROPN , Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=PROPN , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Rel , Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Number=Plur|POS=DET|PronType=Rel , Case=Dat|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=PROPN , Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Degree=Pos|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Dat|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Acc|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Gender=Masc|Number=Sing|POS=NOUN , Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Definite=Ind|Number=Sing|POS=DET|PronType=Art , Case=Acc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Degree=Cmp|Number=Plur|POS=ADJ , Case=Gen|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Gender=Neut|POS=PROPN , Case=Acc|Gender=Neut|Number=Plur|POS=PROPN , Case=Gen|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|POS=PROPN , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|POS=PROPN , Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind , Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Dat|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Int , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Rel , Case=Acc|Gender=Fem|Number=Plur|POS=PROPN , Case=Acc|Number=Plur|POS=PROPN , Case=Nom|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Definite=Ind|Number=Sing|POS=DET|PronType=Art , Case=Dat|Number=Sing|POS=PRON|PronType=Rel , Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Dat|Number=Sing|POS=ADP , Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Rel , Mood=Imp|Number=Sing|POS=VERB|Person=2 , Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Gender=Fem|Number=Plur|POS=PROPN , Case=Acc|Gender=Masc|POS=NOUN , Case=Dat|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Gender=Neut|Number=Sing|POS=NOUN , POS=NOUN , Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Gen|Number=Sing|POS=DET|PronType=Rel , Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Dat|POS=PROPN , Case=Gen|Definite=Def|POS=DET|PronType=Art , Case=Gen|POS=PROPN , Case=Acc|Number=Sing|POS=NOUN , Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Mood=Imp|Number=Plur|POS=VERB|Person=2 , Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Gen|POS=PRON|PronType=Dem , Definite=Ind|POS=DET|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Dat|POS=PRON|PronType=Dem , Gender=Masc|Number=Sing|POS=PROPN , Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Gender=Neut|Number=Sing|POS=PROPN , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Degree=Cmp|Number=Sing|POS=ADJ , Case=Dat|Degree=Pos|Number=Sing|POS=ADJ , POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Number=Sing|POS=PRON|PronType=Dem , Gender=Fem|Number=Sing|POS=PROPN , Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Plur|POS=PROPN , Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Nom|Number=Sing|POS=PRON|PronType=Int , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Int , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Rel , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Case=Gen|Number=Plur|POS=DET|PronType=Ind , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Nom|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Number=Sing|POS=PRON|PronType=Ind , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Gen|Number=Plur|POS=DET|PronType=Dem , Gender=Neut|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs , (truncated: full list in pipeline meta) |
parser |
ROOT , ac , adc , ag , ams , app , avc , cc , cd , cj , cm , cp , cvc , da , dep , dm , ep , ju , mnr , mo , ng , nk , nmc , oa , oc , og , op , par , pd , pg , ph , pm , pnc , punct , rc , re , rs , sb , sbp , svp , uc , vo |
ner |
LOC , MISC , ORG , PER |
Accuracy
Type | Score |
---|---|
TOKEN_ACC |
99.96 |
TOKEN_P |
99.92 |
TOKEN_R |
99.90 |
TOKEN_F |
99.91 |
TAG_ACC |
97.96 |
POS_ACC |
98.41 |
MORPH_ACC |
92.06 |
MORPH_MICRO_P |
96.01 |
MORPH_MICRO_R |
95.99 |
MORPH_MICRO_F |
96.00 |
SENTS_P |
95.18 |
SENTS_R |
96.48 |
SENTS_F |
95.41 |
DEP_UAS |
92.66 |
DEP_LAS |
90.78 |
LEMMA_ACC |
97.91 |
ENTS_P |
85.27 |
ENTS_R |
84.44 |
ENTS_F |
84.85 |
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Spaces using spacy/de_core_news_lg 2
Evaluation results
- NER Precisionself-reported0.853
- NER Recallself-reported0.844
- NER F Scoreself-reported0.849
- TAG (XPOS) Accuracyself-reported0.980
- POS (UPOS) Accuracyself-reported0.984
- Morph (UFeats) Accuracyself-reported0.921
- Lemma Accuracyself-reported0.979
- Unlabeled Attachment Score (UAS)self-reported0.927
- Labeled Attachment Score (LAS)self-reported0.908
- Sentences F-Scoreself-reported0.954