metadata
license: cc-by-nc-sa-3.0
language:
- bg
metrics:
- accuracy
library_name: spacy
pipeline_tag: token-classification
model-index:
- name: bg_news_trf
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.8890829694
- name: NER Recall
type: recall
value: 0.8886948931
- name: NER F Score
type: f_score
value: 0.8888888889
- task:
name: TAG
type: token-classification
metrics:
- name: TAG (XPOS) Accuracy
type: accuracy
value: 0.9702076246
- task:
name: POS
type: token-classification
metrics:
- name: POS (UPOS) Accuracy
type: accuracy
value: 0.9897910505
- task:
name: MORPH
type: token-classification
metrics:
- name: Morph (UFeats) Accuracy
type: accuracy
value: 0.9764380425
- task:
name: LEMMA
type: token-classification
metrics:
- name: Lemma Accuracy
type: accuracy
value: 0.9404442198
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Unlabeled Attachment Score (UAS)
type: f_score
value: 0.9349327787
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Labeled Attachment Score (LAS)
type: f_score
value: 0.8934417103
- task:
name: SENTS
type: token-classification
metrics:
- name: Sentences F-Score
type: f_score
value: 0.9241131567
tags:
- ner
- named entity recognition
- spacy
Feature | Description |
---|---|
Name | bg_news_trf |
Version | 3.5.4 |
spaCy | >=3.5.4,<3.6.0 |
Default Pipeline | transformer , tagger , morphologizer , parser , trainable_lemmatizer , ner |
Components | transformer , tagger , morphologizer , parser , trainable_lemmatizer , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | UD_Bulgarian-BTB (Kiril Simov and Petya Osenova) BERT multilingual base model (uncased) (Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova) |
License | CC-BY-NC-SA-3.0 |
Author | Ivaylo Sakelariev |
Bulgarian transformers pipeline for BGspaCy. NER model was trained on privately annotated data (looking for the best way to share the dataset currently).
Components: tok2vec, tagger, morphologizer, lemmatizer, parser, ner
Label Scheme
View label scheme (999 labels for 4 components)
Component | Labels |
---|---|
tagger |
A , A-pd , A-pi , Afsd , Afsi , Ams-e , Amsf , Amsh , Amsi , Ansd , Ansi , Cc , Cp , Cr , Cs , D , Dd , Dl , Dm , Dq , Dt , H-pd , H-pi , Hfsd , Hfsi , Hmsf , Hmsh , Hmsi , Hnsi , I , M , Mc--d , Mc--i , Mc-pd , Mc-pi , Mc-si , Mcf-d , Mcf-i , Mcfpd , Mcfpi , Mcfsd , Mcfsi , Mcm-i , Mcmpd , Mcmpi , Mcmsf , Mcmsi , Mcn-d , Mcn-i , Mcnpd , Mcnpi , Mcnsd , Mcnsi , Md--d , Md--i , Md-pd , Md-pi , Mo-pd , Mo-pi , Mofsd , Mofsi , Momsf , Momsh , Momsi , Monsd , Monsi , My--i , My-pi , Nc , Nc-ld , Nc-li , Ncfpd , Ncfpi , Ncfs-v , Ncfsd , Ncfsi , Ncmpd , Ncmpi , Ncms-v , Ncmsd , Ncmsf , Ncmsh , Ncmsi , Ncmt , Ncnpd , Ncnpi , Ncnsd , Ncnsi , Np , Np-li , Np-pi , Npfpd , Npfpi , Npfs-v , Npfsd , Npfsi , Npmpd , Npmpi , Npms-a , Npms-v , Npmsd , Npmsf , Npmsh , Npmsi , Npnpd , Npnpi , Npnsd , Npnsi , Pca--p , Pca--s-f , Pca--s-m , Pca--s-n , Pce-as-m , Pce-op , Pce-os-f , Pce-os-m , Pce-os-n , Pcl , Pcq--s-nd , Pda--p , Pda--s-f , Pda--s-m , Pda--s-n , Pde-op , Pde-os-f , Pde-os-m , Pde-os-n , Pdl , Pdm , Pdq , Pds , Pdt , Pfa--p , Pfa--s-f , Pfa--s-m , Pfa--s-n , Pfe-as-m , Pfe-op , Pfe-op--d , Pfe-op--i , Pfe-os-f , Pfe-os-fd , Pfe-os-fi , Pfe-os-m , Pfe-os-mf , Pfe-os-mh , Pfe-os-mi , Pfe-os-n , Pfe-os-ni , Pfl , Pfm , Pfp--s-n , Pfq-----i , Pft , Pfy-----i , Pia--p , Pia--s-f , Pia--s-m , Pia--s-n , Pic , Pie-as-m , Pie-op , Pie-os-f , Pie-os-m , Pie-os-n , Pil , Pim , Pip--s-f , Piq , Pit , Pna--p , Pna--s-f , Pna--s-m , Pna--s-n , Pne-as-m , Pne-ds-m , Pne-os-f , Pne-os-m , Pne-os-nd , Pne-os-ni , Pnl , Pnm , Pnp--s-f , Pnt , Ppe-op1 , Ppe-op2 , Ppe-op3 , Ppe-os1 , Ppe-os2 , Ppe-os3f , Ppe-os3m , Ppe-os3n , Ppelap1 , Ppelap2 , Ppelap3 , Ppelas1 , Ppelas2 , Ppelas3f , Ppelas3m , Ppelas3n , Ppeldp3 , Ppelds1 , Ppelds3m , Ppetap1 , Ppetap2 , Ppetap3 , Ppetas1 , Ppetas2 , Ppetas3f , Ppetas3m , Ppetas3n , Ppetdp1 , Ppetdp2 , Ppetdp3 , Ppetds1 , Ppetds2 , Ppetds3f , Ppetds3m , Ppetds3n , Ppetsp1 , Ppetsp2 , Ppetsp3 , Ppetss1 , Ppetss2 , Ppetss3f , Ppetss3m , Pph-os2 , Pphlas2 , Pphtas2 , Pphtds2 , Pphtss2 , Ppxla , Ppxta , Ppxtd , Ppxts , Pra--p , Pra--s , Pra--s-f , Pra--s-m , Pra--s-n , Prc , Pre--s , Pre-as-m , Pre-op , Pre-os-f , Pre-os-m , Pre-os-n , Prl , Prm , Prp--p , Prp--s-f , Prp--s-m , Prp--s-n , Prq , Prt , Pshl-p2-d , Pshl-p2-i , Pshl-s2fd , Pshl-s2fi , Pshl-s2mf , Pshl-s2mh , Pshl-s2mi , Pshl-s2nd , Pshl-s2ni , Psht--2 , Psol-p1-d , Psol-p2-d , Psol-p3-df , Psol-p3-dm , Psol-p3-dn , Psol-p3-if , Psol-p3-im , Psol-s1fd , Psol-s1fi , Psol-s1mf , Psol-s1mh , Psol-s1mi , Psol-s1nd , Psol-s1ni , Psol-s2ni , Psol-s3fdf , Psol-s3fdm , Psol-s3fdn , Psol-s3fif , Psol-s3fim , Psol-s3mff , Psol-s3mfm , Psol-s3mfn , Psol-s3mhf , Psol-s3mhm , Psol-s3mhn , Psol-s3mim , Psol-s3min , Psol-s3ndf , Psol-s3ndm , Psol-s3ndn , Psol-s3nim , Psol-s3nin , Psot--1 , Psot--2 , Psot--3--f , Psot--3--m , Psot--3--n , Psxlop--d , Psxlop--i , Psxlos-fd , Psxlos-fi , Psxlos-mh , Psxlos-mi , Psxlos-nd , Psxlos-ni , Psxto , Pszl-p1-d , Pszl-p1-i , Pszl-p3-d , Pszl-p3-i , Pszl-s1fd , Pszl-s1fi , Pszl-s1mf , Pszl-s1mh , Pszl-s1mi , Pszl-s1nd , Pszl-s1ni , Pszl-s2fd , Pszl-s2mh , Pszl-s2mi , Pszl-s2nd , Pszl-s3fd , Pszl-s3fi , Pszl-s3mf , Pszl-s3mh , Pszl-s3mi , Pszl-s3nd , Pszl-s3ni , Pszt--1 , Pszt--2 , Pszt--3 , R , T , Ta , Te , Ti , Tm , Tn , Tt , Tv , Tx , Unknown , V , Viitf-r3p , Vniicam-sni , Vniicao-sni , Vniif-m3s , Vniif-o3s , Vniif-r3s , Vnitcam-sni , Vnitcao-sni , Vnitf-m3s , Vnitf-r3s , Vnpicao-sni , Vnpif-o3s , Vnpif-r3s , Vnptcao-sni , Vnptf-m3s , Vpiicam-p-i , Vpiicam-sfi , Vpiicam-smi , Vpiicam-sni , Vpiicao-p-d , Vpiicao-p-i , Vpiicao-sfi , Vpiicao-smi , Vpiicao-sni , Vpiicar-p-d , Vpiicar-p-i , Vpiicar-sfd , Vpiicar-sfi , Vpiicar-smf , Vpiicar-smh , Vpiicar-smi , Vpiicar-snd , Vpiicar-sni , Vpiicv--sni , Vpiif-m1p , Vpiif-m1s , Vpiif-m2s , Vpiif-m3p , Vpiif-m3s , Vpiif-o1p , Vpiif-o1s , Vpiif-o3p , Vpiif-o3s , Vpiif-r1p , Vpiif-r1s , Vpiif-r2p , Vpiif-r2s , Vpiif-r3p , Vpiif-r3s , Vpiig , Vpiiz--2p , Vpiiz--2s , Vpitcam-p-i , Vpitcam-sfi , Vpitcam-smi , Vpitcam-sni , Vpitcao-p-i , Vpitcao-sfi , Vpitcao-smi , Vpitcao-sni , Vpitcar-p-d , Vpitcar-p-i , Vpitcar-sfd , Vpitcar-sfi , Vpitcar-smf , Vpitcar-smh , Vpitcar-smi , Vpitcar-snd , Vpitcar-sni , Vpitcv--p-d , Vpitcv--p-i , Vpitcv--sfd , Vpitcv--sfi , Vpitcv--smf , Vpitcv--smh , Vpitcv--smi , Vpitcv--snd , Vpitcv--sni , Vpitf-m1p , Vpitf-m1s , Vpitf-m2p , Vpitf-m2s , Vpitf-m3p , Vpitf-m3s , Vpitf-o1p , Vpitf-o1s , Vpitf-o2p , Vpitf-o2s , Vpitf-o3p , Vpitf-o3s , Vpitf-r1p , Vpitf-r1s , Vpitf-r2p , Vpitf-r2s , Vpitf-r3p , Vpitf-r3s , Vpitg , Vpitz--2p , Vpitz--2s , Vppicao-p-d , Vppicao-p-i , Vppicao-sfd , Vppicao-sfi , Vppicao-smf , Vppicao-smh , Vppicao-smi , Vppicao-snd , Vppicao-sni , Vppif-m3p , Vppif-m3s , Vppif-o1p , Vppif-o1s , Vppif-o2s , Vppif-o3p , Vppif-o3s , Vppif-r1p , Vppif-r1s , Vppif-r2p , Vppif-r2s , Vppif-r3p , Vppif-r3s , Vppiz--2p , Vppiz--2s , Vpptcam-smi , Vpptcao-p-d , Vpptcao-p-i , Vpptcao-sfd , Vpptcao-sfi , Vpptcao-smh , Vpptcao-smi , Vpptcao-snd , Vpptcao-sni , Vpptcv--p-d , Vpptcv--p-i , Vpptcv--sfd , Vpptcv--sfi , Vpptcv--smf , Vpptcv--smh , Vpptcv--smi , Vpptcv--snd , Vpptcv--sni , Vpptf-m3p , Vpptf-m3s , Vpptf-o1p , Vpptf-o1s , Vpptf-o2p , Vpptf-o2s , Vpptf-o3p , Vpptf-o3s , Vpptf-r1p , Vpptf-r1s , Vpptf-r2p , Vpptf-r2s , Vpptf-r3p , Vpptf-r3s , Vpptz--2p , Vpptz--2s , Vxitcat-p-i , Vxitcat-sfi , Vxitcat-smi , Vxitcat-sni , Vxitf-r1p , Vxitf-r1s , Vxitf-r2p , Vxitf-r2s , Vxitf-r3p , Vxitf-r3s , Vxitf-t1p , Vxitf-t1s , Vxitf-t2p , Vxitf-t2s , Vxitf-t3p , Vxitf-t3s , Vxitu-o1p , Vxitu-o1s , Vxitu-o2p , Vxitu-o2s , Vxitu-o3p , Vxitu-o3s , Vyptf-o3s , Vyptf-r1p , Vyptf-r1s , Vyptf-r2p , Vyptf-r2s , Vyptf-r3p , Vyptf-r3s , punct |
morphologizer |
POS=ADP , Definite=Def|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , POS=AUX , Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ , Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN , Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|Definite=Ind|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , POS=PART|Polarity=Neg , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Neg , Degree=Pos|POS=ADV , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Definite=Ind|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , POS=PRON|Person=3|Poss=Yes|PronType=Prs , POS=INTJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Number=Plur|POS=DET|PronType=Dem , Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN , Definite=Def|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , POS=PART , Aspect=Perf|Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Imp|Definite=Ind|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|VerbForm=Part|Voice=Act , Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Dat|POS=PRON|PronType=Prs|Reflex=Yes , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs , Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs , Gender=Neut|Number=Sing|POS=DET|PronType=Int , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , POS=CCONJ , Gender=Masc|Number=Sing|POS=NOUN , Definite=Ind|NumType=Card|Number=Plur|POS=NUM , Definite=Def|Number=Ptan|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Def|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|POS=PRON|Poss=Yes|PronType=Prs|Reflex=Yes , Degree=Sup|POS=ADV , Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Act , Definite=Def|Gender=Masc|Number=Sing|POS=ADJ , Definite=Def|Gender=Fem|NumType=Card|Number=Plur|POS=NUM , Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs , Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Def|Degree=Pos|Number=Plur|POS=ADJ , Definite=Def|Gender=Neut|Number=Plur|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Act , Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Aspect=Perf|Definite=Ind|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , POS=ADV|PronType=Dem , POS=PRON|Person=1|Poss=Yes|PronType=Prs , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=PRON|Person=1|PronType=Prs , Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Perf|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Definite=Ind|Number=Ptan|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Definite=Def|Gender=Fem|Number=Plur|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Imp|Definite=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , POS=ADV|PronType=Ind , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , POS=ADV|PronType=Neg , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Definite=Ind|Degree=Pos|NumType=Card|Number=Plur|POS=ADV , POS=ADV , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Imp|Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin , Degree=Cmp|POS=ADV , Definite=Def|Degree=Pos|NumType=Card|Number=Plur|POS=ADV , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Definite=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Nom|Number=Plur|POS=DET|PronType=Tot , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Dat|POS=PRON|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Def|Gender=Masc|Number=Plur|POS=NOUN , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs , Definite=Ind|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|PronType=Tot , Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , POS=ADV|PronType=Rel , Aspect=Imp|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=PROPN , Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN , Definite=Def|NumType=Card|Number=Plur|POS=NUM , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Animacy=Anim|Definite=Ind|NumType=Card|Number=Plur|POS=NUM , Aspect=Perf|Definite=Def|Degree=Pos|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Gender=Masc|Number=Sing|POS=DET|PronType=Neg , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin , POS=ADV|PronType=Tot , Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Imp|Definite=Ind|Number=Plur|POS=VERB|Tense=Imp|VerbForm=Part|Voice=Act , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg , Aspect=Perf|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Perf|Definite=Def|Degree=Pos|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Definite=Def|Degree=Pos|NumType=Ord|Number=Plur|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|PronType=Rel , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin|Voice=Act , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , POS=SCONJ , Aspect=Imp|Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin , Aspect=Perf|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Ind|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Definite=Ind|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Definite=Def|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Aspect=Perf|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=NUM , Aspect=Perf|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Definite=Def|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , Aspect=Imp|Definite=Ind|Gender=Fem|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Part|Voice=Act , Aspect=Perf|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Aspect=Perf|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs , Definite=Ind|Gender=Masc|NumType=Card|Number=Plur|POS=NUM , Gender=Masc|Number=Count|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Aspect=Imp|Definite=Ind|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|VerbForm=Part|Voice=Act , Case=Voc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Aspect=Perf|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Part|Voice=Act , Definite=Ind|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Definite=Ind|Gender=Fem|NumType=Card|Number=Plur|POS=NUM , Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Definite=Def|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Gender=Neut|Number=Sing|POS=DET|PronType=Rel , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot , POS=ADV|PronType=Int , Aspect=Imp|Definite=Ind|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Number=Sing|POS=PRON|PronType=Rel , Aspect=Imp|Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , NumType=Card|POS=ADV|PronType=Rel , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Neg , Aspect=Imp|Definite=Ind|Gender=Neut|Mood=Ind|Number=Sing|POS=AUX|VerbForm=Part|Voice=Act , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind , Definite=Ind|Degree=Cmp|Number=Plur|POS=ADJ , Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs , Aspect=Imp|Definite=Ind|Gender=Masc|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Part|Voice=Act , Definite=Def|Degree=Sup|Number=Plur|POS=ADJ , Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Imp|Definite=Ind|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Gender=Fem|Number=Sing|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Case=Nom|Number=Plur|POS=DET|PronType=Ind , Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Definite=Ind|Degree=Pos|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Aspect=Perf|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Tot , Gender=Masc|Number=Sing|POS=DET|PronType=Int , Definite=Def|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Def|Gender=Neut|NumType=Card|Number=Sing|POS=NUM , Aspect=Perf|Definite=Ind|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Definite=Def|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Definite=Def|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Aspect=Perf|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Def|Degree=Pos|Number=Plur|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , POS=PRON|PronType=Int , Definite=Def|Gender=Neut|Number=Plur|POS=PROPN , Definite=Ind|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Definite=Ind|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=NUM , Definite=Def|Gender=Masc|Number=Sing|POS=PROPN , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Definite=Def|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Act , Definite=Ind|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Definite=Def|Degree=Cmp|Number=Plur|POS=ADJ , Gender=Fem|Number=Sing|POS=DET|PronType=Int , Number=Plur|POS=DET|PronType=Int , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , NumType=Card|POS=ADV|PronType=Int , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Definite=Ind|Degree=Pos|NumType=Ord|Number=Plur|POS=ADJ , Definite=Def|Gender=Fem|NumType=Card|Number=Sing|POS=NUM , Definite=Ind|Gender=Neut|NumType=Card|Number=Plur|POS=NUM , Definite=Def|Gender=Fem|Number=Sing|POS=PROPN , Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs , Aspect=Imp|Mood=Cnd|Number=Plur|POS=AUX|Person=2|VerbForm=Fin , Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Aspect=Imp|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Definite=Def|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=NUM , Definite=Def|Gender=Masc|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Aspect=Imp|Definite=Ind|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Definite=Def|Number=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs , Number=Plur|POS=DET|PronType=Rel , Aspect=Perf|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Neg , POS=PRON|Person=2|Poss=Yes|PronType=Prs , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Definite=Ind|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Case=Nom|Number=Plur|POS=PRON|PronType=Ind , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Aspect=Imp|Definite=Ind|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Definite=Ind|Gender=Neut|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Case=Nom|Number=Plur|POS=PRON|PronType=Int , Gender=Masc|Number=Sing|POS=DET|PronType=Rel , NumType=Card|POS=ADV|PronType=Dem , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Act , Number=Plur|POS=PRON|Person=3|PronType=Prs , Definite=Def|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Number=Sing|POS=PRON|Person=2|PronType=Prs , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Definite=Def|Degree=Pos|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=2|VerbForm=Fin|Voice=Act , Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Perf|Definite=Ind|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Number=Plur|POS=DET|PronType=Ind , Definite=Ind|NumType=Card|Number=Sing|POS=NUM , Aspect=Imp|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Def|Degree=Pos|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Ind|Degree=Cmp|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Number=Plur|POS=DET|PronType=Ind , Definite=Def|Degree=Pos|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ , Definite=Def|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Def|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Definite=Ind|Degree=Cmp|NumType=Card|Number=Plur|POS=ADV , Aspect=Imp|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Definite=Def|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Definite=Ind|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Perf|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Int , Definite=Def|Gender=Masc|NumType=Card|Number=Plur|POS=NUM , Definite=Def|Gender=Masc|Number=Plur|POS=PROPN , Aspect=Perf|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Def|Degree=Pos|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Def|Gender=Neut|NumType=Card|Number=Plur|POS=NUM , Aspect=Perf|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Definite=Ind|Degree=Sup|Number=Plur|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Definite=Ind|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Aspect=Imp|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Definite=Ind|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=DET|PronType=Int , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Act , Definite=Def|Gender=Neut|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Definite=Def|Gender=Fem|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Definite=Ind|Degree=Pos|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ , Number=Plur|POS=DET|PronType=Neg , Definite=Ind|Number=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs , Number=Plur|POS=PRON|Person=1|PronType=Prs , Aspect=Perf|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Gender=Neut|Number=Sing|POS=DET|PronType=Neg , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int , Aspect=Imp|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Gender=Neut|Number=Sing|POS=DET|PronType=Tot , Aspect=Perf|Definite=Ind|Degree=Cmp|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Perf|Definite=Def|Degree=Cmp|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Perf|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Aspect=Imp|Definite=Ind|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Aspect=Imp|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Aspect=Perf|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Def|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Def|Gender=Masc|NumType=Card|Number=Sing|POS=NUM , Aspect=Imp|Definite=Def|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Degree=Pos|POS=ADJ , Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Aspect=Imp|Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin , Aspect=Imp|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Definite=Ind|Degree=Sup|NumType=Card|Number=Plur|POS=ADV , Definite=Ind|Gender=Masc|Number=Plur|POS=PROPN , Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Number=Plur|POS=DET|PronType=Tot , Aspect=Perf|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Ind|Mood=Ind|Number=Plur|POS=AUX|VerbForm=Part|Voice=Act , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Neg , Aspect=Imp|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Degree=Cmp|POS=ADV|PronType=Dem , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Neg , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg , Aspect=Imp|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Gender=Fem|Number=Sing|POS=DET|PronType=Neg , Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Aspect=Imp|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Tot , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Perf|Definite=Def|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , POS=NOUN , Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg , Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin , POS=PROPN , Aspect=Imp|Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Definite=Ind|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Aspect=Perf|Definite=Ind|Degree=Cmp|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Definite=Def|Number=Plur|POS=DET|PronType=Ind , Definite=Def|Gender=Fem|Number=Plur|POS=PROPN , Aspect=Imp|Definite=Ind|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Voc|Degree=Pos|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Tot , Aspect=Perf|Definite=Ind|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN , Definite=Def|Gender=Neut|Number=Sing|POS=PROPN , Aspect=Imp|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Perf|Definite=Ind|Gender=Masc|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Part|Voice=Act , Definite=Ind|Number=Ptan|POS=PROPN , Definite=Def|Degree=Sup|NumType=Card|Number=Plur|POS=ADV , Definite=Ind|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Definite=Ind|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Aspect=Imp|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Perf|Definite=Def|Degree=Pos|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot , Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN , Aspect=Perf|Definite=Ind|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Definite=Ind|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Definite=Ind|Number=Plur|POS=PROPN , Aspect=Imp|Definite=Ind|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Ind|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Number=Plur|POS=PRON|Person=2|PronType=Prs , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=PROPN , POS=ADJ , Aspect=Perf|Definite=Def|Degree=Pos|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , NumType=Ord|POS=NUM , Aspect=Imp|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act , Definite=Ind|Gender=Neut|Number=Sing|POS=ADP , Case=Voc|Gender=Fem|Number=Sing|POS=PROPN , POS=X , Foreign=Yes|POS=X , Aspect=Imp|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Definite=Def|Degree=Cmp|NumType=Card|Number=Plur|POS=ADV , Number=Sing|POS=DET|PronType=Rel , Case=Voc|Gender=Masc|Number=Sing|POS=PROPN , Definite=Def|Number=Plur|POS=ADJ , Aspect=Perf|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part|Voice=Act |
parser |
ROOT , acl , acl:relcl , advcl , advmod , amod , aux , aux:pass , case , cc , ccomp , conj , cop , csubj , csubj:pass , dep , det , discourse , expl , fixed , flat , iobj , mark , nmod , nsubj , nsubj:pass , nummod , obj , obl , parataxis , punct , vocative , xcomp |
ner |
LOC , ORG , PER |
Accuracy
Type | Score |
---|---|
TAG_ACC |
97.02 |
POS_ACC |
98.98 |
MORPH_ACC |
97.64 |
LEMMA_ACC |
94.04 |
DEP_UAS |
93.49 |
DEP_LAS |
89.34 |
SENTS_P |
92.62 |
SENTS_R |
92.20 |
SENTS_F |
92.41 |
ENTS_F |
88.91 |
ENTS_P |
88.87 |
ENTS_R |
88.89 |