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de_dep_hdt_trf
reneknaebel/de_dep_hdt_trf
de_dep_hdt_trf is a token classification model from reneknaebel. Use it when you need labels on individual words, such as names. It is set up for spacy.
All-time downloads
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Repo size
946 MB
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Repo makeup
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Other489 MB · 52%
At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Jul 4, 2022
- Updated
- Jul 4, 2022
- SHA
- b6a6921c
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | de_dep_hdt_trf |
| Version | 0.1.0 |
| spaCy | >=3.3.1,<3.4.0 |
| Default Pipeline | transformer, tagger, morphologizer, trainable_lemmatizer, parser |
| Components | transformer, tagger, morphologizer, trainable_lemmatizer, parser |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (711 labels for 3 components)</summary>| Component | Labels |
|---|---|
tagger | $(, $,, $., ADJA, ADJD, ADV, APPO, APPR, APPR_ART, APZR, ART, CARD, FM, ITJ, KOKOM, KON, KOUI, KOUS, NE, NN, PDAT, PDS, PIAT, PIDAT, 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 |
morphologizer | Gender=Masc|Number=Plur|POS=NOUN|Person=3, AdpType=Prep|Case=Acc|POS=ADP, Gender=Masc|Number=Sing|POS=NOUN|Person=3, POS=PUNCT|PunctType=Peri, Case=Nom|Number=Sing|POS=PROPN|Person=3, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Gender=Neut|Number=Sing|POS=NOUN|Person=3, POS=CCONJ, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, AdpType=Prep|Case=Dat|Definite=Def|Gender=Masc,Neut|Number=Sing|POS=ADP|PronType=Art, Degree=Pos|Number=Sing|POS=ADJ, POS=PART|Polarity=Neg, POS=ADV, POS=PUNCT|PunctType=Brck, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Degree=Pos|POS=ADJ|Variant=Short, POS=PUNCT|PunctType=Comm, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, POS=NOUN|Person=3, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Acc|Number=Plur|POS=DET|Person=3, Degree=Pos|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=NOUN|Person=3, Case=Nom|Number=Plur|POS=DET|PronType=Art, Number=Plur|POS=NOUN|Person=3, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Rel, AdpType=Prep|Case=Dat|POS=ADP, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Gender=Fem|Number=Sing|POS=NOUN|Person=3, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Degree=Pos|POS=ADV, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PROPN|Person=3, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Art, NumType=Card|Number=Plur|POS=NUM|Person=3, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Number=Sing|POS=PROPN|Person=3, POS=PROPN|Person=3, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Art, ConjType=Comp|POS=CCONJ, Case=Gen|Number=Plur|POS=DET|PronType=Art, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Person=3, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Aspect=Perf|POS=VERB|VerbForm=Part, POS=AUX|VerbForm=Inf, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Dat|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Number=Sing|POS=PROPN|Person=3, Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=SCONJ, Case=Dat|Gender=Neut|Number=Plur|POS=NOUN|Person=3, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Acc|Number=Plur|POS=DET|PronType=Dem, Gender=Neut|Number=Plur|POS=NOUN|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Number=Sing|POS=PROPN|Person=3, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, POS=VERB|VerbForm=Inf, Case=Dat|Number=Plur|POS=DET|PronType=Art, Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, POS=ADP|PartType=Vbp, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Number=Sing|POS=ADJ, POS=ADJ, POS=PART|PartType=Inf, POS=ADJ|Person=3, POS=AUX|VerbForm=Inf|VerbType=Mod, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Person=3, Case=Nom|Number=Plur|POS=DET|Person=3, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, AdpType=Prep|Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADP|PronType=Art, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Rel, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Acc|Number=Plur|POS=DET|PronType=Art, AdpType=Prep|Case=Gen|POS=ADP, Foreign=Yes|POS=X|Person=3, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, AdpType=Prep|POS=ADP, Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Degree=Pos|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN|Person=3, POS=ADV|PronType=Int, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=DET|PronType=Rel, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Mood=Ind|POS=VERB|Person=3|VerbForm=Fin, Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Number=Plur|POS=DET|Person=3, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Rel, AdpType=Prep|Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Degree=Cmp|POS=ADV, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|VerbType=Mod, Case=Gen|Degree=Pos|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Int, Hyph=Yes|POS=NOUN, Degree=Cmp|POS=ADJ|Variant=Short, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN|Person=3, Case=Acc|Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|POS=ADJ, Case=Gen|POS=PROPN|Person=3, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Number=Plur|POS=PROPN|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Degree=Cmp|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Dat|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Degree=Sup|Number=Sing|POS=ADJ, Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Gender=Fem|Number=Sing|POS=PROPN|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN|Person=3, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Number=Plur|POS=DET|PronType=Dem, Degree=Cmp|Number=Plur|POS=ADJ, Number=Sing|POS=NOUN|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN|Person=3, Degree=Sup|Number=Plur|POS=ADJ|Person=3, Case=Dat|Degree=Pos|Number=Plur|POS=ADJ|Person=3, Case=Acc|Number=Sing|POS=PROPN|Person=3, Case=Dat|Number=Plur|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Degree=Sup|POS=ADV, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Int, Degree=Pos|POS=ADJ|Person=3, POS=DET|PronType=Dem, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Degree=Pos|Number=Sing|POS=ADJ|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Degree=Pos|Number=Plur|POS=ADJ|Person=3, Case=Nom|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Degree=Sup|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Gen|Number=Plur|POS=DET|Person=3, Degree=Cmp|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Number=Plur|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN|Person=3, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Dat|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Dem, AdpType=Circ|POS=ADP, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Dat|Number=Plur|POS=DET|PronType=Dem, Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Number=Plur|POS=DET|Person=3|PronType=Ind,Neg,Tot, AdpType=Post|Case=Acc|POS=ADP, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Person=3, Aspect=Perf|POS=AUX|VerbForm=Part, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, AdpType=Post|Case=Dat|POS=ADP, Case=Dat|Degree=Cmp|Number=Sing|POS=ADJ, Case=Dat|Number=Plur|POS=NOUN|Person=3, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ|Person=3, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN|Person=3, Case=Dat|Degree=Cmp|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ|Person=3, Foreign=Yes|POS=X, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Nom|Gender=Masc|Number=Sing|POS=DET|Person=3, Case=Nom|Number=Plur|POS=ADJ|Person=3, Case=Gen|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Fem|Number=Sing|POS=DET|Person=3, Case=Acc|Number=Plur|POS=DET|PronType=Int, Degree=Cmp|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=DET|Person=3, NumType=Card|Number=Sing|POS=NUM|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Degree=Cmp|Number=Plur|POS=ADJ, Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN|Person=3, Degree=Sup|POS=ADJ|Variant=Short, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|VerbType=Mod, POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Number=Sing|POS=NOUN|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=NOUN|Person=3, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=3, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Degree=Cmp|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=3, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Degree=Pos|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Masc|Number=Sing|POS=ADJ|Person=3, POS=DET, Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, AdpType=Prep|Case=Nom|POS=ADP, Case=Acc|Number=Plur|POS=ADJ|Person=3, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Degree=Sup|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Number=Plur|POS=ADJ|Person=3, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Person=3, Case=Nom|Number=Plur|POS=DET|PronType=Int, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ|Person=3, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Person=3, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Degree=Pos|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN|Person=3, Case=Dat|Number=Plur|POS=ADJ|Person=3, Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN|Person=3, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|VerbType=Mod, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs, Degree=Pos|Number=Plur|POS=ADJ|Person=3, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|VerbType=Mod, Degree=Pos|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Number=Sing|POS=DET, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=NOUN|Person=3, Case=Acc|Degree=Cmp|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN|Person=3, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN|Person=3, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Dat|Degree=Sup|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN|Person=3, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Person=3, Degree=Sup|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=ADV, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN|Person=3, POS=PRON|Person=3|PronType=Ind,Neg,Tot, POS=X, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Number=Plur|POS=ADJ, Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, POS=INTJ, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, POS=INTJ|PartType=Res, Case=Dat|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, 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=AUX|Person=2|Tense=Past|VerbForm=Fin|VerbType=Mod, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Dat|NumType=Card|Number=Plur|POS=NUM|Person=3, Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Masc|Number=Sing|POS=DET|Person=3, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Person=3, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=ADJ|Person=3, Case=Gen|Degree=Sup|Number=Plur|POS=ADJ, Case=Dat|Number=Sing|POS=NOUN|Person=3, Case=Gen|NumType=Card|Number=Plur|POS=NUM|Person=3, Case=Dat|Number=Plur|POS=DET|PronType=Int, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Person=3, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Person=3, Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Number=Sing|POS=ADJ|Person=3, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Number=Sing|POS=ADJ|Person=3, Case=Dat|Gender=Neut|Number=Sing|POS=ADJ, Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN|Person=3, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ, Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Number=Sing|POS=PRON|PronType=Ind,Neg,Tot, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Degree=Cmp|Number=Sing|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=DET|Person=3, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN|Person=3, Degree=Pos|Gender=Neut|POS=ADJ, Gender=Fem|POS=ADJ, Degree=Pos|Gender=Fem|POS=ADJ, Gender=Masc|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN|Person=3, Foreign=Yes|Gender=Neut|Number=Sing|POS=X|Person=3, Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin|VerbType=Mod, Mood=Ind|Number=Sing|POS=AUX|Person=3|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=3|VerbForm=Fin|VerbType=Mod, Case=Acc|POS=NOUN|Person=3, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int, POS=DET|PronType=Int, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Person=3, Mood=Ind|Number=Plur|POS=VERB|Person=1|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|VerbType=Mod, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ|Person=3, POS=DET|Person=3, Mood=Ind|Number=Sing|POS=AUX|Person=1|VerbForm=Fin|VerbType=Mod, Mood=Ind|Number=Sing|POS=AUX|Person=1|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=1|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Person=3, Case=Acc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ|Person=3, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int, AdpType=Post|Case=Gen|POS=ADP, Hyph=Yes|POS=NOUN|Person=3, Case=Gen|Degree=Pos|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, POS=PRON|PronType=Int, Degree=Pos|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Nom|Number=Sing|POS=ADJ|Person=3, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN|Person=3, POS=ADJ|Variant=Short, Degree=Sup|Number=Plur|POS=DET|Person=3, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|POS=VERB|Person=1|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Int, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Mood=Imp|Number=Plur|POS=AUX|Person=2|VerbForm=Fin, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Degree=Cmp|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Gender=Fem|Number=Sing|POS=ADJ, Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Gender=Masc|Number=Sing|POS=ADJ|Person=3, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Gender=Masc|Number=Plur|POS=ADJ, Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN|Person=3, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, NumType=Card|POS=NUM, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Number=Plur|POS=ADJ|Person=3, Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Foreign=Yes|Number=Sing|POS=X, Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Perf|POS=AUX|VerbForm=Part|VerbType=Mod, Gender=Masc|POS=NOUN|Person=3, Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Gender=Neut|Number=Sing|POS=ADJ|Person=3, Case=Nom|POS=PROPN, Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Gender=Neut|Number=Sing|POS=PROPN|Person=3, Case=Nom|POS=NOUN|Person=3, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=ADJ, POS=PROPN, Case=Gen|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Art, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=PROPN|Person=3, Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Number=Plur|POS=DET|Person=3, Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ, Hyph=Yes|Number=Plur|POS=NOUN|Person=3, Case=Dat|POS=PROPN|Person=3, Case=Gen|Number=Sing|POS=DET|PronType=Art, Case=Acc|Degree=Sup|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Art, POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|POS=PRON|PronType=Ind,Neg,Tot, Case=Nom|Number=Plur|POS=PRON|PronType=Int, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN|Person=3, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Acc|Number=Sing|POS=ADJ|Person=3, Case=Nom|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN|Person=3, Case=Nom|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Dat|Number=Sing|POS=DET|Person=3|PronType=Art, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN|Person=3, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Nom|Number=Plur|POS=NOUN|Person=3, Mood=Ind|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|POS=PROPN|Person=3, Case=Nom|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=DET|PronType=Ind,Neg,Tot, Case=Acc|Number=Sing|POS=DET|Person=3|PronType=Ind,Neg,Tot, Case=Nom|POS=PROPN|Person=3, Case=Nom|POS=PRON|PronType=Rel, Case=Acc|POS=PRON|PronType=Rel, Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN|Person=3, Case=Dat|POS=NOUN|Person=3, Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Gender=Masc|Number=Sing|POS=ADJ|Person=3|Variant=Short, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN|Person=3, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Mood=Ind|POS=AUX|Person=3|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs, POS=PRON|Person=3|Poss=Yes|PronType=Prs, Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot, Number=Sing|POS=DET|PronType=Art, Case=Nom|POS=DET|PronType=Art |
parser | ROOT, acl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound:prt, conj, cop, csubj, csubj:pass, dep, det, expl, expl:pv, flat, flat:name, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, parataxis, punct, reparandum, xcomp |
Accuracy
| Type | Score |
|---|---|
TAG_ACC | 98.27 |
POS_ACC | 98.30 |
MORPH_ACC | 87.66 |
LEMMA_ACC | 94.24 |
DEP_UAS | 96.99 |
DEP_LAS | 95.72 |
SENTS_P | 98.89 |
SENTS_R | 98.82 |
SENTS_F | 98.86 |
TRANSFORMER_LOSS | 3198214.91 |
TAGGER_LOSS | 231604.77 |
MORPHOLOGIZER_LOSS | 1180132.51 |
TRAINABLE_LEMMATIZER_LOSS | 1140340.34 |
PARSER_LOSS | 2641205.37 |
- Task
- Token Classification
- Library
- spacy
- Languages
- de
- Created
- Jul 4, 2022
- Updated
- Jul 4, 2022