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hr_udv25_croatianset_trf

Token Classification
spaCy
Croatian
Eval Results
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hr_udv25_croatianset_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - hr
license: cc-by-sa-4.0
model-index:
  - name: hr_udv25_croatianset_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9639965006
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9850377981
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9677868007
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9634813818
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9241400413
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8702858454
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9890453834

UD v2.5 benchmarking pipeline for UD_Croatian-SET

Feature Description
Name hr_udv25_croatianset_trf
Version 0.0.1
spaCy >=3.2.1,<3.3.0
Default Pipeline experimental_char_ner_tokenizer, transformer, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Components experimental_char_ner_tokenizer, transformer, senter, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Universal Dependencies v2.5 (Zeman, Daniel; et al.)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (3855 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger Agcfpay, Agcfpdy, Agcfpgy, Agcfpiy, Agcfply, Agcfpny, Agcfsay, Agcfsdy, Agcfsgy, Agcfsiy, Agcfsly, Agcfsny, Agcmpay, Agcmpgy, Agcmpiy, Agcmply, Agcmpny, Agcmsayn, Agcmsdy, Agcmsgy, Agcmsiy, Agcmsly, Agcmsny, Agcnpdy, Agcnpgy, Agcnpny, Agcnsay, Agcnsdy, Agcnsgy, Agcnsiy, Agcnsly, Agcnsny, Agpfpay, Agpfpdy, Agpfpgy, Agpfpiy, Agpfply, Agpfpny, Agpfsay, Agpfsdy, Agpfsgy, Agpfsiy, Agpfsly, Agpfsny, Agpfsvy, Agpmpay, Agpmpdy, Agpmpgy, Agpmpiy, Agpmply, Agpmpny, Agpmpvy, Agpmsann, Agpmsany, Agpmsayn, Agpmsayy, Agpmsdy, Agpmsgn, Agpmsgy, Agpmsiy, Agpmsln, Agpmsly, Agpmsnn, Agpmsny, Agpmsvy, Agpnpay, Agpnpdy, Agpnpgy, Agpnpiy, Agpnply, Agpnpny, Agpnsay, Agpnsdy, Agpnsgn, Agpnsgy, Agpnsiy, Agpnsln, Agpnsly, Agpnsny, Agsfpay, Agsfpdy, Agsfpgy, Agsfpiy, Agsfply, Agsfpny, Agsfsay, Agsfsdy, Agsfsgy, Agsfsiy, Agsfsly, Agsfsny, Agsmpay, Agsmpdy, Agsmpgy, Agsmpiy, Agsmply, Agsmpny, Agsmpvy, Agsmsayn, Agsmsayy, Agsmsdy, Agsmsgy, Agsmsiy, Agsmsly, Agsmsny, Agsnpay, Agsnpgy, Agsnply, Agsnpny, Agsnsay, Agsnsdy, Agsnsiy, Agsnsly, Agsnsny, Appfpay, Appfpdy, Appfpgy, Appfpiy, Appfply, Appfpny, Appfsay, Appfsgy, Appfsiy, Appfsly, Appfsny, Appmpay, Appmpdy, Appmpgy, Appmpiy, Appmply, Appmpny, Appmsann, Appmsany, Appmsayn, Appmsayy, Appmsdy, Appmsgn, Appmsgy, Appmsiy, Appmsly, Appmsnn, Appmsny, Appnpay, Appnpdy, Appnpgy, Appnpiy, Appnply, Appnpny, Appnsay, Appnsgy, Appnsly, Appnsny, Aspfpay, Aspfpgy, Aspfply, Aspfpny, Aspfsay, Aspfsdy, Aspfsgy, Aspfsiy, Aspfsly, Aspfsny, Aspmpay, Aspmpgy, Aspmply, Aspmpny, Aspmsann, Aspmsdy, Aspmsgn, Aspmsgy, Aspmsiy, Aspmsln, Aspmsly, Aspmsnn, Aspnpay, Aspnpgy, Aspnpny, Aspnsay, Aspnsdn, Aspnsgn, Aspnsgy, Aspnsly, Aspnsny, Cc, Cs, I, Mdc, Mdm, Mdo, Mds, Mlc, Mlc--g, Mlc--i, Mlc--l, Mlcf-a, Mlcf-d, Mlcf-g, Mlcf-n, Mlcfsa, Mlcfsd, Mlcfsg, Mlcfsi, Mlcfsl, Mlcfsn, Mlcm-a, Mlcm-g, Mlcm-l, Mlcm-n, Mlcmpl, Mlcmpn, Mlcmsan, Mlcmsay, Mlcmsg, Mlcmsi, Mlcmsl, Mlcmsn, Mlcn-n, Mlcnsa, Mlcnsg, Mlcnsl, Mlcnsn, Mlofpa, Mlofpd, Mlofpg, Mlofpi, Mlofpl, Mlofpn, Mlofsa, Mlofsd, Mlofsg, Mlofsi, Mlofsl, Mlofsn, Mlompa, Mlompd, Mlompg, Mlompi, Mlompl, Mlompn, Mlomsan, Mlomsay, Mlomsg, Mlomsi, Mlomsl, Mlomsn, Mlomsv, Mlonpa, Mlonpg, Mlonpl, Mlonpn, Mlonsa, Mlonsd, Mlonsg, Mlonsi, Mlonsl, Mlonsn, Mls, Mlsf-a, Mlsf-d, Mlsf-g, Mlsf-i, Mlsf-l, Mlsf-n, Mlsm-a, Mlsm-g, Mlsm-l, Mlsm-n, Mlsn-n, Mro, Ncfpa, Ncfpd, Ncfpg, Ncfpi, Ncfpl, Ncfpn, Ncfpv, Ncfsa, Ncfsd, Ncfsg, Ncfsi, Ncfsl, Ncfsn, Ncfsv, Ncmpa, Ncmpd, Ncmpg, Ncmpi, Ncmpl, Ncmpn, Ncmpv, Ncmsan, Ncmsay, Ncmsd, Ncmsg, Ncmsi, Ncmsl, Ncmsn, Ncmsv, Ncnpa, Ncnpd, Ncnpg, Ncnpi, Ncnpl, Ncnpn, Ncnsa, Ncnsd, Ncnsg, Ncnsi, Ncnsl, Ncnsn, Ncnsv, Npfpa, Npfpg, Npfpl, Npfpn, Npfsa, Npfsd, Npfsg, Npfsi, Npfsl, Npfsn, Npmpa, Npmpd, Npmpg, Npmpi, Npmpl, Npmpn, Npmsan, Npmsay, Npmsd, Npmsg, Npmsi, Npmsl, Npmsn, Npmsv, Npnpg, Npnpn, Npnsa, Npnsd, Npnsg, Npnsi, Npnsl, Npnsn, Pd-fpa, Pd-fpd, Pd-fpg, Pd-fpi, Pd-fpl, Pd-fpn, Pd-fsa, Pd-fsd, Pd-fsg, Pd-fsi, Pd-fsl, Pd-fsn, Pd-mpa, Pd-mpd, Pd-mpg, Pd-mpi, Pd-mpl, Pd-mpn, Pd-msan, Pd-msay, Pd-msd, Pd-msg, Pd-msi, Pd-msl, Pd-msn, Pd-npa, Pd-npd, Pd-npg, Pd-npi, Pd-npn, Pd-nsa, Pd-nsd, Pd-nsg, Pd-nsi, Pd-nsl, Pd-nsn, Pi-fpa, Pi-fpd, Pi-fpg, Pi-fpi, Pi-fpl, Pi-fpn, Pi-fsa, Pi-fsd, Pi-fsg, Pi-fsi, Pi-fsl, Pi-fsn, Pi-mpa, Pi-mpd, Pi-mpg, Pi-mpi, Pi-mpl, Pi-mpn, Pi-msan, Pi-msay, Pi-msd, Pi-msg, Pi-msi, Pi-msl, Pi-msn, Pi-npa, Pi-npd, Pi-npg, Pi-npi, Pi-npl, Pi-npn, Pi-nsa, Pi-nsd, Pi-nsg, Pi-nsi, Pi-nsl, Pi-nsn, Pi3m-a, Pi3m-d, Pi3m-g, Pi3m-i, Pi3m-n, Pi3n-a, Pi3n-d, Pi3n-g, Pi3n-i, Pi3n-l, Pi3n-n, Pp1-pa, Pp1-pd, Pp1-pg, Pp1-pi, Pp1-pl, Pp1-pn, Pp1-sa, Pp1-sd, Pp1-si, Pp1-sl, Pp1-sn, Pp2-pa, Pp2-pd, Pp2-pg, Pp2-pn, Pp2-sa, Pp2-sd, Pp2-sg, Pp2-sl, Pp2-sn, Pp2-sv, Pp3-pa, Pp3-pd, Pp3-pg, Pp3-pi, Pp3-pl, Pp3fpn, Pp3fsa, Pp3fsd, Pp3fsg, Pp3fsi, Pp3fsl, Pp3fsn, Pp3mpn, Pp3msa, Pp3msd, Pp3msg, Pp3msi, Pp3msl, Pp3msn, Pp3npn, Pp3nsa, Pp3nsi, Pp3nsn, Pq-fpa, Pq-fpn, Pq-fsa, Pq-fsl, Pq-fsn, Pq-mpn, Pq-msn, Pq-nsn, Pq3m-d, Pq3m-n, Pq3n-a, Pq3n-l, Pq3n-n, Ps1fpa, Ps1fpd, Ps1fpg, Ps1fpl, Ps1fpn, Ps1fsa, Ps1fsd, Ps1fsg, Ps1fsi, Ps1fsl, Ps1fsn, Ps1fsv, Ps1mpa, Ps1mpd, Ps1mpg, Ps1mpi, Ps1mpl, Ps1mpn, Ps1mpv, Ps1msan, Ps1msay, Ps1msd, Ps1msg, Ps1msi, Ps1msl, Ps1msn, Ps1msv, Ps1npn, Ps1nsa, Ps1nsg, Ps1nsi, Ps1nsl, Ps1nsn, Ps2fpa, Ps2fpl, Ps2fpn, Ps2fsa, Ps2fsd, Ps2fsg, Ps2fsn, Ps2mpa, Ps2mpg, Ps2mpl, Ps2mpn, Ps2msan, Ps2msd, Ps2msg, Ps2msi, Ps2msl, Ps2msn, Ps2npn, Ps2nsa, Ps2nsg, Ps2nsi, Ps2nsl, Ps2nsn, Ps3fpa, Ps3fpg, Ps3fpl, Ps3fpn, Ps3fsa, Ps3fsd, Ps3fsg, Ps3fsi, Ps3fsl, Ps3fsn, Ps3mpa, Ps3mpd, Ps3mpg, Ps3mpi, Ps3mpl, Ps3mpn, Ps3msan, Ps3msay, Ps3msd, Ps3msg, Ps3msi, Ps3msl, Ps3msn, Ps3npa, Ps3npg, Ps3npl, Ps3npn, Ps3nsa, Ps3nsg, Ps3nsi, Ps3nsl, Ps3nsn, Px--sa, Px--sd, Px--sg, Px--si, Px--sl, Px-fpa, Px-fpg, Px-fpi, Px-fpl, Px-fsa, Px-fsd, Px-fsg, Px-fsi, Px-fsl, Px-mpa, Px-mpd, Px-mpg, Px-mpi, Px-mpl, Px-msan, Px-msay, Px-msd, Px-msg, Px-msi, Px-msl, Px-npa, Px-npg, Px-npi, Px-npl, Px-nsa, Px-nsg, Px-nsi, Px-nsl, Qo, Qq, Qr, Qz, Rgc, Rgp, Rgs, Rr, Sa, Sd, Sg, Si, Sl, Vaa1p, Vaa1s, Vaa2p, Vaa2s, Vaa3p, Vaa3s, Vae3s, Vam2p, Van, Vap-pf, Vap-pm, Vap-pn, Vap-sf, Vap-sm, Vap-sn, Var1p, Var1s, Var2p, Var2s, Var3p, Var3s, Vma3s, Vmm1p, Vmm2p, Vmm2s, Vmn, Vmp-pf, Vmp-pm, Vmp-pn, Vmp-sf, Vmp-sm, Vmp-sn, Vmr1p, Vmr1s, Vmr2p, Vmr2s, Vmr3p, Vmr3s, X, Xf, Y, Z
morphologizer Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|POS=ADP, Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=SCONJ, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|POS=ADP, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, POS=PUNCT, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, POS=ADV, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|Gender=Neut|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Degree=Pos|POS=ADV, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, NumType=Card|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|POS=ADP, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, POS=VERB|VerbForm=Inf, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, POS=X, Case=Gen|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Neut|Number=Sing|POS=PROPN, NumType=Ord|POS=ADJ, Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, POS=PART|Polarity=Neg, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|POS=ADP, Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Degree=Pos|POS=ADV|PronType=Dem, Case=Gen|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Acc|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, POS=PART, Gender=Neut|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Ins|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Degree=Cmp|POS=ADV, Case=Nom|Gender=Neut|POS=PRON|PronType=Int,Rel, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, POS=ADV|Tense=Past|VerbForm=Conv, Case=Gen|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Loc|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=DET, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=DET, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Gen|Gender=Neut|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Anim|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Animacy=Anim|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, POS=AUX|VerbForm=Inf, Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, 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Case=Ins|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Poss=Yes, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Dat|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Gender=Neut|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Ins|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Loc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Int,Rel, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Gen|Gender=Masc|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, NumType=Mult|POS=SYM, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs, 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Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=DET, Case=Gen|Gender=Masc|NumType=Mult|POS=NUM, Gender=Neut|Number=Sing|POS=DET|Tense=Past|VerbForm=Part|Voice=Act, Case=Ins|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Ins|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Voc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Voc|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Gender=Fem|NumType=Card|Number=Plur|POS=NUM, Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Ins|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Past|VerbForm=Fin, Case=Dat|Gender=Neut|POS=PRON|PronType=Ind, Animacy=Anim|Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Voc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Voc|Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Acc|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Case=Loc|Gender=Neut|POS=PRON|PronType=Tot, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Neg, Case=Dat|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs
parser ROOT, acl, advcl, advmod, advmod:emph, amod, appos, aux, aux:pass, case, cc, ccomp, compound, conj, cop, csubj, csubj:pass, dep, det, discourse, dislocated, expl, expl:pv, fixed, flat, iobj, list, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, orphan, parataxis, punct, vocative, xcomp
experimental_edit_tree_lemmatizer 1, 3, 5, 7, 9, 10, 12, 14, 16, 17, 19, 21, 23, 25, 27, 29, 31, 33, 35, 38, 40, 41, 43, 45, 47, 49, 51, 53, 56, 58, 60, 62, 64, 65, 67, 69, 71, 73, 75, 76, 79, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 110, 112, 114, 116, 118, 120, 124, 126, 128, 129, 130, 132, 134, 136, 139, 141, 142, 145, 148, 150, 151, 153, 154, 156, 158, 159, 161, 162, 164, 165, 166, 168, 170, 172, 175, 176, 177, 179, 181, 186, 188, 189, 192, 194, 197, 199, 201, 202, 204, 205, 208, 210, 212, 214, 217, 219, 221, 223, 225, 227, 229, 231, 233, 235, 237, 241, 243, 245, 247, 249, 251, 253, 255, 173, 256, 257, 259, 262, 264, 266, 269, 270, 271, 273, 275, 276, 279, 280, 281, 282, 283, 284, 286, 288, 290, 291, 293, 295, 296, 298, 300, 302, 303, 304, 305, 307, 308, 309, 311, 313, 315, 317, 318, 321, 323, 325, 326, 329, 331, 333, 335, 336, 337, 338, 339, 340, 341, 343, 226, 346, 347, 349, 350, 351, 353, 355, 358, 360, 363, 365, 366, 368, 371, 374, 376, 379, 381, 382, 384, 385, 387, 389, 391, 393, 396, 398, 400, 402, 403, 405, 406, 408, 410, 412, 415, 418, 419, 421, 425, 426, 428, 429, 431, 432, 433, 435, 436, 438, 439, 440, 441, 442, 444, 446, 448, 450, 452, 454, 456, 457, 459, 461, 462, 465, 466, 468, 469, 471, 473, 475, 477, 479, 481, 483, 484, 485, 487, 488, 489, 492, 493, 494, 495, 497, 500, 501, 502, 507, 508, 512, 513, 516, 517, 519, 520, 521, 524, 525, 526, 528, 529, 531, 532, 534, 535, 536, 538, 539, 543, 545, 546, 547, 548, 550, 552, 554, 555, 557, 559, 561, 564, 566, 567, 570, 571, 572, 573, 575, 576, 579, 583, 584, 585, 586, 588, 590, 592, 594, 597, 598, 601, 603, 605, 606, 608, 610, 613, 614, 617, 619, 622, 623, 624, 627, 629, 631, 633, 635, 637, 639, 641, 643, 644, 646, 647, 648, 650, 652, 656, 657, 661, 663, 664, 666, 669, 670, 672, 674, 676, 678, 680, 681, 682, 684, 685, 686, 687, 688, 689, 690, 692, 693, 695, 696, 698, 699, 701, 702, 705, 706, 707, 708, 710, 712, 714, 715, 716, 717, 718, 719, 721, 722, 723, 724, 727, 728, 729, 732, 733, 737, 738, 739, 740, 741, 742, 744, 745, 748, 750, 752, 754, 756, 758, 760, 762, 763, 764, 765, 768, 770, 772, 773, 774, 775, 777, 778, 780, 782, 783, 786, 788, 789, 790, 792, 795, 796, 798, 801, 802, 805, 807, 809, 811, 813, 816, 818, 820, 822, 824, 825, 826, 829, 833, 835, 838, 840, 841, 842, 843, 845, 847, 849, 851, 854, 855, 857, 859, 860, 861, 863, 865, 866, 867, 868, 869, 872, 874, 876, 878, 879, 882, 884, 885, 886, 887, 890, 891, 892, 893, 894, 895, 896, 898, 899, 901, 903, 904, 906, 907, 909, 910, 911, 912, 913, 915, 916, 918, 920, 922, 923, 924, 925, 926, 927, 929, 930, 933, 934, 935, 937, 938, 940, 942, 944, 945, 946, 947, 948, 949, 951, 953, 955, 958, 959, 960, 961, 962, 964, 965, 967, 969, 974, 976, 977, 979, 980, 981, 983, 985, 986, 988, 989, 990, 991, 993, 994, 996, 998, 1001, 1002, 1004, 1007, 1008, 1010, 1011, 1014, 1015, 1017, 1018, 383, 1020, 1021, 1022, 1023, 1024, 1025, 1027, 1030, 1032, 1033, 1035, 1037, 1038, 1039, 1041, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1051, 1053, 1055, 1056, 1059, 1060, 1063, 1065, 1066, 1068, 1069, 1070, 1072, 1073, 1074, 1075, 1077, 1080, 1081, 1084, 1085, 1087, 1089, 1091, 1092, 1093, 1094, 1096, 1097, 1099, 1101, 1102, 1103, 1104, 1105, 1107, 1109, 1110, 1113, 1114, 1115, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1128, 1131, 1133, 1134, 1135, 1137, 1138, 1140, 1142, 1143, 1144, 1146, 1148, 1149, 1150, 1151, 1153, 1154, 1156, 1158, 1159, 1160, 1163, 1165, 1169, 1172, 1174, 1177, 1179, 1181, 1182, 1184, 1187, 1189, 1190, 1193, 1195, 1196, 1198, 1199, 1200, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1213, 1214, 1215, 1216, 1217, 1218, 1220, 1222, 1223, 1225, 1229, 1230, 1232, 1233, 1237, 1238, 1239, 1242, 1243, 1244, 1246, 1249, 1250, 1251, 1252, 1255, 1256, 1257, 1260, 1262, 1264, 1266, 1268, 1270, 1272, 1274, 1276, 1277, 1278, 1279, 1281, 1282, 1283, 1285, 1288, 1290, 1292, 1294, 1296, 1298, 1299, 1300, 1302, 1303, 1304, 1306, 1307, 1309, 1311, 1313, 1314, 1315, 1316, 1318, 1319, 1320, 1321, 1322, 1323, 1325, 1326, 1327, 1329, 1331, 1333, 1334, 1335, 1337, 1338, 1340, 1341, 1342, 1343, 1345, 1346, 1349, 1351, 1353, 1355, 1357, 1358, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1372, 1324, 1373, 1374, 1375, 1376, 1378, 1380, 1382, 1383, 1386, 1388, 1390, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1400, 1401, 1403, 1404, 1406, 1407, 1410, 1411, 1412, 1416, 1418, 1419, 1421, 1422, 1423, 1425, 1426, 1427, 1430, 1431, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1441, 1442, 1443, 1444, 1445, 1447, 1448, 1451, 1452, 1453, 1454, 1456, 1457, 1458, 1460, 1461, 1463, 1464, 1467, 1469, 1471, 1473, 1475, 1476, 1478, 1479, 1480, 1482, 1484, 1485, 1488, 1489, 1490, 1491, 1494, 1495, 1496, 1498, 1499, 1501, 1503, 1506, 1507, 1508, 1510, 1512, 1514, 1516, 1519, 1520, 1523, 1524, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1536, 1537, 1538, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1549, 1550, 1552, 1553, 1554, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1564, 1566, 1568, 1569, 1570, 1573, 1575, 1577, 1578, 1579, 1581, 1582, 1583, 1584, 1585, 1587, 1589, 1591, 1592, 1593, 1595, 1597, 1599, 1601, 1603, 1605, 1606, 1608, 1609, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1620, 1623, 1624, 1625, 1627, 1629, 1630, 1631, 1632, 1633, 1635, 1637, 1640, 1641, 1642, 1643, 1644, 1645, 1647, 1648, 1650, 1651, 1652, 1653, 1654, 1655, 1657, 1658, 1659, 1660, 1661, 1663, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1679, 1680, 1683, 1685, 1686, 160, 1687, 1689, 1691, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1702, 1704, 1705, 1707, 1708, 1709, 1710, 1712, 1713, 1714, 1716, 1718, 1720, 1722, 1724, 1725, 1726, 1417, 1727, 1728, 1729, 1730, 1732, 1734, 1735, 1736, 1738, 1740, 1741, 1743, 1744, 1745, 1747, 1749, 1752, 1754, 1756, 1759, 1761, 1764, 1766, 1768, 1770, 1772, 1774, 1775, 1776, 1778, 1779, 1781, 1783, 1784, 1786, 1788, 1789, 1790, 1792, 1794, 1795, 1797, 1798, 1799, 1801, 1802, 1805, 1807, 1809, 1810, 1811, 1812, 1814, 1815, 1816, 1818, 1819, 1820, 1821, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1831, 1833, 1834, 1836, 1838, 1839, 1841, 1842, 1845, 1847, 1850, 1851, 1853, 1854, 1856, 1857, 1858, 1860, 1861, 1862, 1864, 1865, 1866, 1867, 1869, 1870, 1871, 1872, 1873, 1875, 1878, 1879, 1880, 1881, 1883, 1885, 1886, 1888, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1898, 1900, 1901, 1908, 1910, 1911, 1912, 1913, 1915, 1916, 1917, 1919, 1920, 1921, 1922, 1924, 1925, 1926, 1927, 1928, 1930, 1931, 1932, 1934, 1935, 1936, 1937, 1938, 1939, 1941, 1942, 1944, 542, 1946, 1947, 1949, 1951, 1952, 1953, 1954, 1955, 1957, 1959, 1960, 1963, 1964, 1965, 1966, 1967, 1969, 1971, 1973, 1974, 1975, 1977, 1979, 1981, 1982, 1984, 1985, 1986, 1988, 1989, 1990, 1991, 1993, 1994, 1996, 1998, 1999, 2000, 2001, 2003, 2005, 2006, 2007, 2009, 2010, 2012, 2013, 314, 2015, 2016, 2017, 2019, 2021, 2023, 2025, 2026, 2028, 2029, 2031, 2034, 2036, 2038, 2039, 2041, 1565, 2043, 2045, 2046, 2047, 2049, 2051, 2053, 2054, 2055, 2057, 2059, 2060, 2062, 2064, 2065, 2067, 2068, 2070, 2071, 2072, 2073, 2074, 2075, 2078, 2079, 2080, 2082, 2085, 2086, 2089, 2091, 2092, 2096, 2098, 2100, 2102, 2103, 2104, 2105, 2106, 2109, 2110, 2112, 133, 2113, 2115, 2117, 2120, 2121, 2122, 2126, 2127, 2129, 2130, 2132, 2134, 2135, 2137, 2138, 2139, 2141, 2143, 2145, 2147, 2148, 2149, 2151, 2152, 2154, 1976, 2156, 2157, 2158, 2159, 2160, 2161, 2162, 2163, 2164, 2165, 2168, 2170, 2171, 2173, 2174, 2177, 2178, 2180, 2181, 2184, 2188, 2189, 2190, 2191, 2192, 2194, 2195, 2196, 2197, 2198, 2199, 2200, 2201, 2204, 2207, 2208, 2211, 2213, 2214, 2215, 2216, 2218, 2221, 2222, 2223, 2225, 2227, 2229, 2231, 2232, 2233, 2235, 2236, 2237, 2238, 2239, 2240, 2241, 2243, 2245, 2247, 2249, 2250, 2252, 2254, 2256, 2258, 2259, 2261, 2264, 2266, 2268, 2269, 2270, 2272, 2273, 2275, 2276, 2277, 2279, 2281, 2283, 2284, 2286, 2287, 2289, 2291, 2292, 2293, 2295, 2296, 2297, 2299, 2300, 2302, 2305, 2306, 2307, 2308, 2309, 2310, 2311, 2312, 2314, 2315, 2316, 2318, 2319, 2320, 2321, 2322, 2324, 2326, 2327, 2328, 2330, 2331, 2332, 2334, 2336, 2339, 2340, 2341, 2343, 2344, 2346, 2348, 2350, 2352, 2355, 2356, 2357, 2358, 2361, 2363, 2365, 2367, 2369, 2370, 2371, 2374, 2375, 2376, 2377, 2378, 2380, 2381, 2382, 2383, 2384, 2386, 2387, 2390, 2392, 2395, 2396, 2399, 2401, 2403, 2404, 2405, 2406, 2407, 2408, 2409, 2410, 2412, 2413, 2416, 2417, 2418, 2419, 2420, 2423, 2424, 2426, 2428, 2429, 2430, 2431, 2432, 2433, 2435, 2436, 2437, 2440, 2441, 2442, 2443, 2447, 2448, 2450, 2451, 2452, 2454, 2458, 2460, 2461, 2463, 2465, 2467, 2471, 2473, 2475, 2477, 2479, 2481, 2482, 2484, 2485, 2487, 2488, 2490, 2491, 2493, 2495, 2496, 2497, 2498, 2499, 2500, 2501, 2502, 2505, 2506, 2507, 2509, 2511, 2513, 2515, 2516, 2517, 2519, 2520, 2522, 2524, 2525, 2526, 2527, 2528, 2530, 2532, 2534, 2535, 2537, 2538, 2539, 2541, 2542, 2544, 2545, 2547, 2548, 2549, 2550, 2552, 2553, 2554, 2556, 2557, 2558, 2560, 2562, 2564, 2566, 2567, 2569, 2570, 2571, 2572, 2573, 2575, 2576, 2578, 2579, 2581, 2583, 2586, 2588, 2589, 2590, 2591, 2592, 2593, 2594, 2596, 2598, 2599, 2601, 2602, 2604, 2606, 2607, 2608, 2609, 2613, 2615, 2617, 2619, 2620, 2621, 2622, 2623, 2624, 2626, 2627, 2628, 2629, 2630, 2631, 2632, 2633, 2634, 2635, 2637, 2638, 2639, 2641, 2643, 2645, 2647, 2648, 2649, 2650, 2652, 2653, 2654, 2656, 2657, 2658, 2659, 2660, 2662, 2663, 2665, 2667, 2669, 2670, 2672, 2673, 2675, 2677, 2678, 2679, 2680, 2682, 2684, 2686, 2687, 2689, 2692, 2694, 2696, 2697, 2698, 2699, 2700, 2701, 2703, 2705, 2707, 2708, 2709, 2711, 2713, 2714, 2716, 2719, 2720, 2722, 2723, 2724, 2725, 2727, 2728, 2729, 2732, 574, 2733, 2734, 2735, 2736, 2737, 2738, 2739, 2740, 2742, 2743, 2744, 2746, 2747, 2748, 2750, 2751, 2753, 2755, 2756, 2757, 2758, 2759, 2760, 2762, 2763, 2765, 2766, 2767, 2770, 2773, 2775, 2777, 2779, 2780, 2782, 2783, 2784, 2786, 2787, 2788, 2789, 2790, 2791, 2793, 2794, 2795, 2796, 2797, 2799, 2800, 2801, 2802, 2804, 2806, 2807, 2808, 2810, 2811, 2813, 2814, 2816, 2817, 2819, 2820, 2821, 2823, 2824, 2825, 2826, 2827, 2828, 2829, 2830, 2832, 2834, 2836, 248, 2837, 2838, 2839, 2841, 2843, 2845, 2847, 2849, 2851, 2853, 2855, 2856, 2858, 2859, 2860, 2861, 2863, 2864, 2866, 2867, 2868, 2869, 2871, 2873, 2874, 2875, 2878, 2879, 2880, 2881, 2882, 2883, 2885, 2886, 2889, 2892, 2894, 2895, 2897, 2899, 2900, 2902, 0, 2903, 2904, 2905, 2906, 2907, 74, 2908, 2910, 2912, 2914, 2915, 2916, 2917, 2919, 2920, 2922, 2925, 2926, 2929, 2931, 2933, 2934, 2935, 2937, 2938, 2939, 2940, 2942, 2943, 2944, 2946, 2948, 2949, 2951, 2952, 2953, 2954, 2955, 2958, 2960, 2961, 2962, 2964, 2965, 2967, 2968, 2969, 2970, 2971, 2972, 2973, 2976, 2977, 2978, 2979, 2981, 2983, 2985, 2987, 2989, 2991, 2992, 2993, 2994, 2995, 2996, 2998, 2999, 3001, 3003, 3004, 3007, 3009, 3011, 3012, 3013, 3014, 3016, 3018, 3020, 3021, 3022, 3024, 3026, 3027, 3029, 3030, 3031, 3033, 3034, 3036, 3038, 3039, 3041, 3043, 3044, 3046, 3047, 3048, 3050, 3051, 3052, 3053, 3055, 3057, 3058, 3061, 3063, 3064, 3065, 3066, 3067, 3068, 3069, 3070, 3072, 3074, 3075, 3077, 3078, 3079, 3080, 3081, 3082, 3083, 3084, 3085, 3086, 3088, 3090, 3091, 3092, 3094, 3095, 3096, 3097, 3099, 3100, 3101, 3102, 3103, 3104, 3105, 3106, 3107, 3108, 3110, 3111, 3112, 3114, 3115, 3116, 3117, 3118, 3119, 3120, 3122, 3124, 3126, 3128, 3129, 3131, 3132, 3133, 3135, 3136, 3138, 3139, 3141, 3143, 3145, 3146, 3147, 3148, 3150, 3153, 3154, 3155, 3156, 3157, 3158, 3159, 3161, 3162, 3164, 3165, 3167, 3168, 3169, 3171, 3172, 3173, 3174, 3175, 3177, 3178, 3179, 3180, 3181, 3182, 3183, 3185, 2764, 3188, 3190, 3191, 3193, 3195, 3196, 3197, 3198, 3199, 3200, 3202, 13, 3205, 3206, 3208, 3209, 3210, 3212, 3213, 3214, 3215, 3216, 3217, 3219, 3220, 3222, 3224, 3225, 3227, 3228, 3229, 3230, 3231, 3232, 3233, 3235, 3236, 3237, 3238, 3240, 3242, 3243, 3244, 3245, 3246, 3248, 3249, 3250, 3253, 3254, 3256, 3257, 3258, 3259, 3262, 3263, 3264, 3265, 3266, 3267, 3268, 3269, 3271, 3273, 3274, 3275, 3276, 3277, 3278, 3279, 3280, 3281, 3282, 3284, 3286, 3287, 3289, 3290, 3292, 3293, 3295, 3296, 3297, 3298, 3300, 3302, 3303, 3304, 3306, 3308, 3310, 3311, 3312, 3314, 3316, 3317, 3318, 3320, 3321, 3323, 3324, 3327, 3329, 3330, 3332, 3333, 3336, 3338, 3341, 3343, 3345, 3347, 3348, 3350, 3351, 3353, 3354, 3355, 3356, 3358, 3359, 3360, 3363, 3364, 649, 3366, 3368, 3369, 3371, 3372, 3373, 3375, 3377, 3378, 3380, 3382, 3384, 3385, 3387, 3388, 3391, 3393, 3394, 3395, 3396, 3397, 3398, 3399, 3401, 3402, 3403, 3404, 3405, 3406, 3407, 3408, 3409, 3410, 3412, 3413, 3415, 3416, 3417, 3420, 3421, 3423, 3424, 3425, 3426, 3427, 3428, 3430, 3431, 3433, 3434, 3435, 3437, 3439, 3440, 3442, 3444, 3445, 3446, 3447, 3449, 3451, 3452, 3453, 3456, 3457, 3458, 3459, 3460, 85, 3461, 3463, 3464, 3465, 3467, 3469, 3471, 3473, 3475, 3477, 3478, 3480, 3481, 3482, 3483, 3484, 3485, 3486, 3487, 3489, 3491, 3494, 3496, 3497, 3498, 3499, 3501, 3502, 3504, 3505, 3506, 3508, 3509, 3510, 3512, 3513, 3517, 3518, 3519, 3520, 3521, 3522, 3524, 3525, 3526, 3527, 3529, 3532, 3533, 3535, 3536, 3537, 3539, 3541, 3542, 3543

Accuracy

Type Score
TOKEN_F 99.97
TOKEN_P 99.97
TOKEN_R 99.96
TOKEN_ACC 99.99
SENTS_F 98.90
SENTS_P 99.06
SENTS_R 98.75
TAG_ACC 96.40
POS_ACC 98.50
MORPH_ACC 96.78
DEP_UAS 92.41
DEP_LAS 87.03
LEMMA_ACC 96.35