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bg_news_lg

Token Classification
spaCy
Bulgarian
ner
named entity recognition
Eval Results
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metadata
license: cc-by-nc-sa-3.0
language:
  - bg
metrics:
  - accuracy
library_name: spacy
pipeline_tag: token-classification
model-index:
  - name: bg_news_lg
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9090909091
          - name: NER Recall
            type: recall
            value: 0.8773461371
          - name: NER F Score
            type: f_score
            value: 0.8929364727
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9565136361
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9858305885
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9645896751
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9271110013
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9016132533
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8459063799
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.939802336
tags:
  - ner
  - spacy
  - named entity recognition
Feature Description
Name bg_news_lg
Version 3.5.4
spaCy >=3.5.4,<3.6.0
Default Pipeline tok2vec, tagger, morphologizer, parser, ner
Components tok2vec, tagger, morphologizer, parser, ner
Vectors -1 keys, 200000 unique vectors (300 dimensions)
Sources UD_Bulgarian-BTB (Kiril Simov and Petya Osenova)
Large-sized Bulgarian Floret word vectors (Ivaylo Sakelariev)
License CC-BY-NC-SA-3.0
Author Ivaylo Sakelariev

Bulgarian large sized pipeline for BGspaCy. 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 96.02
POS_ACC 98.63
MORPH_ACC 96.98
LEMMA_ACC 92.77
DEP_UAS 90.30
DEP_LAS 84.98
SENTS_P 93.81
SENTS_R 93.64
SENTS_F 93.72
ENTS_F 90.91
ENTS_P 87.73
ENTS_R 89.29