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ro_udv25_romanianrrt_trf

Token Classification
spaCy
Romanian
Eval Results
Model card Files Community
ro_udv25_romanianrrt_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - ro
license: cc-by-sa-4.0
model-index:
  - name: ro_udv25_romanianrrt_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9653414584
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9784952537
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9723141828
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9699739286
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9251549448
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.863186258
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9234972678

UD v2.5 benchmarking pipeline for UD_Romanian-RRT

Feature Description
Name ro_udv25_romanianrrt_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 (3096 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger ARROW, Af, Afcfp-n, Afcfson, Afcfsrn, Afcmpoy, Afcms-n, Afp, Afp-p-n, Afp-poy, Afpf--n, Afpfp-n, Afpfp-ny, Afpfpoy, Afpfpry, Afpfson, Afpfsoy, Afpfsrn, Afpfsry, Afpm--n, Afpmp-n, Afpmpoy, Afpmpry, Afpms-n, Afpmsoy, Afpmsry, Afsfp-n, Afsfsrn, BULLET, COLON, COMMA, Ccssp, Ccsspy, Crssp, Csssp, Cssspy, DASH, DBLQ, Dd3-po---e, Dd3-po---o, Dd3fpo, Dd3fpr, Dd3fpr---e, Dd3fpr---o, Dd3fpr--y, Dd3fso, Dd3fso---e, Dd3fsr, Dd3fsr---e, Dd3fsr---o, Dd3fsr--yo, Dd3mpo, Dd3mpr, Dd3mpr---e, Dd3mpr---o, Dd3mso---e, Dd3msr, Dd3msr---e, Dd3msr---o, Dh1ms, Dh3fp, Dh3fso, Dh3fsr, Dh3mp, Dh3ms, Di3, Di3-----y, Di3--r---e, Di3-po, Di3-po---e, Di3-sr, Di3-sr---e, Di3-sr--y, Di3fp, Di3fpr, Di3fpr---e, Di3fso, Di3fso---e, Di3fsr, Di3fsr---e, Di3mp, Di3mpr, Di3mpr---e, Di3ms, Di3ms----e, Di3mso---e, Di3msr, Di3msr---e, Ds1fp-p, Ds1fp-s, Ds1fsop, Ds1fsos, Ds1fsrp, Ds1fsrs, Ds1fsrs-y, Ds1mp-p, Ds1mp-s, Ds1ms-p, Ds1ms-s, Ds1msrs-y, Ds2---s, Ds2fp-p, Ds2fp-s, Ds2fsrp, Ds2fsrs, Ds2mp-p, Ds2mp-s, Ds2ms-p, Ds2ms-s, Ds3---p, Ds3---s, Ds3fp-s, Ds3fsos, Ds3fsrs, Ds3mp-s, Ds3ms-s, Dw3--r---e, Dw3-po---e, Dw3fpr, Dw3fso---e, Dw3fsr, Dw3mpr, Dw3mso---e, Dw3msr, Dz3fsr---e, Dz3mso---e, Dz3msr---e, EQUAL, EXCL, EXCLHELLIP, GE, GT, HELLIP, I, LCURL, LPAR, LSQR, LT, M, Mc, Mc-p-d, Mc-p-l, Mcfp-l, Mcfp-ln, Mcfprln, Mcfprly, Mcfsoln, Mcfsrln, Mcmp-l, Mcms-ln, Mcmsrl, Mcmsrly, Mffprln, Mffsrln, Mlfpo, Mlfpr, Mlmpr, Mo---l, Mo---ln, Mo-s-r, Mofp-ln, Mofpoly, Mofprly, Mofs-l, Mofsoln, Mofsoly, Mofsrln, Mofsrly, Mompoly, Momprly, Moms-l, Moms-ln, Momsoly, Momsrly, Nc, Nc---n, Ncf--n, Ncfp-n, Ncfpoy, Ncfpry, Ncfs-n, Ncfson, Ncfsoy, Ncfsrn, Ncfsry, Ncfsryy, Ncfsvy, Ncm--n, Ncmp-n, Ncmpoy, Ncmpry, Ncms-n, Ncms-ny, Ncms-y, Ncmsoy, Ncmsrn, Ncmsry, Ncmsryy, Ncmsvn, Ncmsvy, Np, Npfson, Npfsoy, Npfsrn, Npfsry, Npmpoy, Npmpry, Npms-n, Npmsoy, Npmsry, PERCENT, PERIOD, PLUS, PLUSMINUS, Pd3-po, Pd3fpr, Pd3fso, Pd3fsr, Pd3mpo, Pd3mpr, Pd3mpr--y, Pd3mso, Pd3msr, Pi3, Pi3--r, Pi3-po, Pi3-so, Pi3-sr, Pi3fpr, Pi3fso, Pi3fsr, Pi3mpr, Pi3mso, Pi3msr, Pi3msr--y, Pp1-pa--------w, Pp1-pa--y-----w, Pp1-pd--------s, Pp1-pd--------w, Pp1-pd--y-----w, Pp1-pr--------s, Pp1-sa--------s, Pp1-sa--------w, Pp1-sa--y-----w, Pp1-sd--------s, Pp1-sd--------w, Pp1-sd--y-----w, Pp1-sn--------s, Pp2-----------s, Pp2-pa--------w, Pp2-pa--y-----w, Pp2-pd--------w, Pp2-pd--y-----w, Pp2-pr--------s, Pp2-sa--------s, Pp2-sa--------w, Pp2-sa--y-----w, Pp2-sd--------s, Pp2-sd--------w, Pp2-sd--y-----w, Pp2-sn--------s, Pp2-so--------s, Pp2-sr--------s, Pp3-p---------s, Pp3-pd--------w, Pp3-pd--y-----w, Pp3-po--------s, Pp3-sd--------w, Pp3-sd--y-----w, Pp3fpa--------w, Pp3fpa--y-----w, Pp3fpr--------s, Pp3fs---------s, Pp3fsa--------w, Pp3fsa--y-----w, Pp3fso--------s, Pp3fsr--------s, Pp3fsr--y-----s, Pp3mpa--------w, Pp3mpa--y-----w, Pp3mpr--------s, Pp3ms---------s, Pp3msa--------w, Pp3msa--y-----w, Pp3mso--------s, Pp3msr--------s, Pp3msr--y-----s, Ps1fp-s, Ps1fsrp, Ps1fsrs, Ps1mp-p, Ps1ms-p, Ps2fp-s, Ps2fsrp, Ps2fsrs, Ps2ms-s, Ps3---p, Ps3---s, Ps3fp-s, Ps3fsrs, Ps3mp-s, Ps3ms-s, Pw3--r, Pw3-po, Pw3-so, Pw3fpr, Pw3fso, Pw3mpr, Pw3mso, Px3--a--------s, Px3--a--------w, Px3--a--y-----w, Px3--d--------w, Px3--d--y-----w, Pz3-sr, Pz3fsr, QUEST, QUOT, Qf, Qn, Qs, Qs-y, Qz, Qz-y, RCURL, RPAR, RSQR, Rc, Rgc, Rgp, Rgpy, Rgs, Rp, Rw, Rw-y, Rz, SCOLON, SLASH, STAR, Sp, Spsa, Spsay, Spsd, Spsg, Td-po, Tdfpr, Tdfso, Tdfsr, Tdmpr, Tdmso, Tdmsr, Tf-so, Tffpoy, Tffpry, Tffs-y, Tfmpoy, Tfms-y, Tfmsoy, Tfmsry, Ti-po, Tifp-y, Tifso, Tifsr, Timso, Timsr, Tsfp, Tsfs, Tsmp, Tsms, UNDERSC, Va--1, Va--1-----y, Va--1p, Va--1s, Va--1s----y, Va--2p, Va--2p----y, Va--2s, Va--2s----y, Va--3, Va--3-----y, Va--3p, Va--3p----y, Va--3s, Va--3s----y, Vag, Vaii1, Vaii2s, Vaii3p, Vaii3s, Vail3p, Vail3s, Vaip1p, Vaip1s, Vaip2p, Vaip2s, Vaip3p, Vaip3p----y, Vaip3s, Vaip3s----y, Vais3p, Vais3s, Vam-2s, Vanp, Vap--sm, Vasp1p, Vasp1s, Vasp2p, Vasp2s, Vasp3, Vmg, Vmg-------y, Vmii1, Vmii1-----y, Vmii2p, Vmii2s, Vmii3p, Vmii3p----y, Vmii3s, Vmii3s----y, Vmil1, Vmil1p, Vmil2s, Vmil3p, Vmil3p----y, Vmil3s, Vmil3s----y, Vmip1p, Vmip1p----y, Vmip1s, Vmip1s----y, Vmip2p, Vmip2s, Vmip2s----y, Vmip3, Vmip3-----y, Vmip3p, Vmip3s, Vmip3s----y, Vmis1p, Vmis1s, Vmis3p, Vmis3p----y, Vmis3s, Vmis3s----y, Vmm-2p, Vmm-2s, Vmnp, Vmnp------y, Vmp--pf, Vmp--pm, Vmp--sf, Vmp--sm, Vmp--sm---y, Vmsp1p, Vmsp1s, Vmsp2s, Vmsp3, Vmsp3-----y, X, Y, Ya, Yn, Ynfsoy, Ynfsry, Ynmsoy, Ynmsry, Yp, Yp-sr, Yr
morphologizer Case=Dat,Gen|Definite=Def|Number=Sing|POS=DET|PronType=Art, POS=PROPN, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Weak, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin, Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|Position=Postnom|PronType=Dem, AdpType=Prep|Case=Acc|POS=ADP, Case=Acc,Nom|Definite=Def|Gender=Masc|NumForm=Word|NumType=Ord|Number=Sing|POS=NUM, Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, POS=ADV|PronType=Int,Rel, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Weak, POS=PUNCT, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, POS=CCONJ|Polarity=Pos, Case=Acc,Nom|POS=PRON|Person=3|PronType=Int,Rel, Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ, Case=Acc,Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Mood=Sub|POS=PART|Variant=Short, Mood=Sub|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak, POS=AUX|Tense=Pres|VerbForm=Inf, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, POS=ADV, Degree=Pos|POS=ADV, POS=PART|Polarity=Neg, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin, Mood=Sub|POS=PART, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Acc,Nom|POS=DET|Person=3|Position=Prenom|PronType=Ind, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem, Definite=Ind|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Weak, POS=SCONJ|Polarity=Pos, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc,Nom|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Strong, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin, POS=AUX|Person=3, POS=VERB|Tense=Pres|VerbForm=Inf, Case=Acc,Nom|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=DET|Person=3|PronType=Int,Rel, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Strong, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Degree=Pos|POS=ADJ, Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin, POS=VERB|VerbForm=Ger, Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat,Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=PART|PartType=Inf, Case=Dat|POS=PRON|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak|Variant=Short, Case=Acc,Nom|POS=DET|Person=3|Position=Prenom|PronType=Int,Rel, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=DET|Person=3|Position=Prenom|PronType=Dem, Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Weak|Variant=Short, NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Weak, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=DET|Person=3|PronType=Ind, Case=Dat,Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Dat,Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, POS=ADV|PronType=Neg, AdpType=Prep|Case=Acc|POS=ADP|Variant=Short, Case=Acc,Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|Position=Postnom|PronType=Dem, Number=Sing|POS=AUX|Person=2, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Fem|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Dem, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=DET|Person=3|PronType=Ind, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Strength=Strong, Definite=Ind|Degree=Pos|Gender=Fem|POS=ADJ, Case=Dat,Gen|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Ind, Case=Acc,Nom|Number=Sing|POS=PRON|Person=3|PronType=Neg, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind, Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Emp, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Dat,Gen|Number=Plur|POS=DET|PronType=Dem, Mood=Sub|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, NumForm=Word|NumType=Ord|POS=NUM, AdpType=Prep|Case=Gen|POS=ADP, Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, AdpType=Prep|POS=PUNCT, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Case=Dat|POS=PRON|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak, Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind, Gender=Masc|Number=Sing|POS=DET|Person=3|PronType=Ind, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Definite=Ind|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes|Strength=Strong, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=DET|Person=3|Position=Prenom|PronType=Dem, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Ind, Case=Acc,Nom|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Ind, Case=Acc,Nom|Definite=Ind|Gender=Fem|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Dat,Gen|Number=Plur|POS=DET|Person=3|PronType=Ind, Case=Dat,Gen|Number=Plur|POS=DET|Person=3|Position=Prenom|PronType=Dem, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=DET|Person=3|Position=Prenom|PronType=Ind, Case=Acc,Nom|Gender=Fem|Number=Plur|POS=DET|Person=3|Position=Prenom|PronType=Ind, Case=Dat,Gen|Gender=Fem|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Int,Rel, Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part, POS=VERB|Variant=Short|VerbForm=Ger, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Strength=Weak, Case=Acc,Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Ind, Gender=Masc|NumForm=Word|NumType=Ord|Number=Sing|POS=NUM, Number=Sing|POS=AUX|Person=3, Case=Acc,Nom|Definite=Def|Gender=Fem|NumForm=Word|NumType=Ord|Number=Sing|POS=NUM, Case=Acc,Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat,Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Strength=Strong, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Dem, Mood=Ind|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Strong, POS=AUX|Person=1, Case=Dat,Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Strong, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Strong, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs|Strength=Strong, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc,Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, POS=PART|Polarity=Neg|Variant=Short, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Strength=Weak, Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Ind, Case=Acc,Nom|Gender=Masc|NumType=Card|Number=Plur|POS=NUM|PronType=Tot, Mood=Ind|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak|Variant=Short, Number=Plur|POS=AUX|Person=3, Gender=Fem|NumForm=Word|NumType=Ord|Number=Sing|POS=NUM, Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Sing|POS=PROPN, POS=SCONJ|Polarity=Pos|Variant=Short, Case=Acc,Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs|Strength=Strong, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|Position=Prenom|PronType=Ind, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Weak|Variant=Short, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=PART|Tense=Fut, Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Strength=Strong, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs|Strength=Weak, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Gender=Fem|Number=Plur|POS=DET|Person=3|PronType=Ind, POS=DET|Person=3|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs|Strength=Weak, Case=Voc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc,Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat,Gen|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc,Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Emp, Case=Acc,Nom|POS=PRON|Person=3|PronType=Ind, Case=Dat,Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Definite=Ind|NumForm=Word|NumType=Ord|POS=NUM, Case=Dat,Gen|Number=Plur|POS=PRON|Person=3|PronType=Dem, 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Case=Acc,Nom|Definite=Ind|Gender=Fem|NumForm=Word|NumType=Ord|Number=Sing|POS=NUM, POS=ADV|Polarity=Neg, Case=Acc,Nom|Definite=Def|Degree=Pos|Foreign=Yes|Gender=Fem|Number=Sing|POS=ADJ, AdpType=Prep|Case=Acc|Foreign=Yes|POS=ADP, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|Variant=Short|VerbForm=Fin, POS=AUX|Person=1|Variant=Short, Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin, AdpType=Prep|POS=ADP, Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs|Strength=Strong, Definite=Ind|Gender=Fem|NumForm=Word|NumType=Ord|Number=Plur|POS=NUM, Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Dat,Gen|Definite=Def|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc,Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat,Gen|Definite=Ind|Gender=Fem|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Abbr=Yes|Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Abbr=Yes|POS=ADJ, Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Abbr=Yes|Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Foreign=Yes|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Abbr=Yes|Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Int,Rel, Abbr=Yes|Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Foreign=Yes|POS=VERB|Tense=Pres|VerbForm=Inf, Foreign=Yes|NumForm=Roman|NumType=Ord|Number=Sing|POS=NUM, Definite=Ind|Foreign=Yes|Gender=Masc|POS=NOUN, Case=Dat,Gen|Number=Plur|POS=DET|Person=3|Position=Postnom|PronType=Dem, Case=Dat,Gen|Gender=Fem|Number=Sing|POS=DET|Person=3|PronType=Dem, Mood=Ind|POS=VERB|Person=1|Tense=Imp|Variant=Short|VerbForm=Fin, Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|Variant=Short|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|Variant=Short|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin, Number=Plur|POS=PRON|Person=3|PronType=Prs|Strength=Strong, Case=Acc,Nom|Definite=Def|Foreign=Yes|Gender=Fem|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|Variant=Short|VerbForm=Fin, Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Degree=Cmp|POS=ADV, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|Variant=Short|VerbForm=Fin, Gender=Fem|Number=Plur|POS=DET|PronType=Ind|Variant=Short, Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art|Variant=Short, Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Sing|POS=PROPN
parser ROOT, acl, advcl, advcl:tcl, advmod, advmod:tmod, amod, appos, aux, aux:pass, case, cc, cc:preconj, ccomp, ccomp:pmod, compound, conj, cop, csubj, csubj:pass, dep, det, discourse, expl, expl:impers, expl:pass, expl:poss, expl:pv, fixed, flat, goeswith, iobj, list, mark, nmod, nmod:agent, nmod:pmod, nmod:tmod, nsubj, nsubj:pass, nummod, obj, obl, orphan, parataxis, punct, vocative, xcomp
experimental_edit_tree_lemmatizer 1, 2, 3, 7, 9, 12, 14, 15, 19, 22, 24, 26, 30, 32, 34, 36, 38, 40, 42, 45, 47, 49, 51, 53, 55, 61, 62, 66, 67, 68, 71, 73, 76, 78, 80, 83, 85, 86, 89, 91, 92, 93, 95, 97, 98, 99, 102, 104, 106, 108, 109, 111, 107, 113, 115, 116, 119, 121, 124, 128, 129, 130, 132, 135, 139, 143, 146, 148, 150, 151, 154, 156, 158, 159, 162, 165, 166, 167, 169, 171, 173, 175, 177, 180, 182, 183, 185, 186, 187, 189, 191, 193, 195, 197, 198, 199, 201, 203, 205, 207, 208, 210, 212, 215, 217, 218, 221, 223, 227, 229, 230, 231, 232, 233, 234, 237, 239, 240, 242, 244, 246, 248, 249, 251, 252, 254, 257, 259, 261, 263, 266, 268, 269, 271, 272, 274, 276, 278, 280, 282, 283, 285, 287, 289, 293, 294, 296, 298, 300, 301, 303, 305, 307, 309, 311, 313, 315, 317, 318, 320, 322, 324, 326, 328, 330, 331, 333, 334, 336, 337, 339, 342, 343, 344, 346, 349, 353, 355, 357, 359, 360, 361, 363, 364, 366, 367, 369, 370, 372, 374, 376, 378, 379, 380, 381, 383, 384, 386, 388, 389, 391, 74, 393, 395, 397, 399, 401, 403, 406, 408, 409, 412, 413, 415, 416, 417, 418, 419, 420, 421, 422, 423, 425, 426, 428, 429, 431, 434, 435, 439, 443, 445, 447, 449, 451, 452, 453, 456, 458, 460, 461, 462, 464, 466, 467, 468, 470, 471, 473, 474, 475, 476, 478, 481, 484, 485, 486, 487, 489, 491, 492, 493, 496, 498, 500, 503, 504, 505, 509, 512, 513, 514, 515, 516, 519, 520, 521, 522, 523, 525, 526, 527, 528, 213, 530, 531, 532, 535, 539, 541, 544, 546, 547, 548, 550, 552, 553, 555, 557, 558, 559, 560, 563, 565, 566, 569, 572, 574, 576, 578, 580, 582, 585, 588, 589, 590, 591, 592, 593, 594, 597, 599, 601, 603, 605, 606, 608, 610, 614, 616, 617, 618, 620, 624, 626, 41, 628, 629, 631, 632, 634, 636, 639, 641, 643, 645, 647, 650, 653, 654, 655, 657, 658, 661, 664, 665, 667, 669, 671, 672, 674, 675, 677, 678, 680, 682, 683, 686, 688, 690, 693, 695, 697, 699, 701, 702, 703, 705, 706, 707, 708, 711, 713, 714, 715, 717, 719, 721, 722, 725, 726, 728, 731, 733, 735, 736, 737, 738, 740, 742, 744, 745, 747, 749, 750, 751, 752, 754, 757, 759, 761, 762, 764, 765, 766, 768, 769, 770, 771, 772, 774, 775, 776, 779, 781, 784, 785, 787, 789, 791, 792, 794, 796, 797, 799, 800, 802, 803, 808, 809, 810, 813, 816, 817, 818, 820, 821, 822, 824, 826, 827, 828, 830, 832, 834, 836, 837, 839, 841, 843, 845, 847, 848, 849, 851, 855, 856, 858, 861, 862, 864, 865, 866, 867, 868, 870, 871, 873, 876, 877, 880, 881, 883, 885, 889, 891, 892, 894, 896, 898, 900, 902, 904, 905, 907, 908, 911, 913, 914, 916, 918, 919, 920, 923, 924, 926, 927, 929, 932, 935, 936, 937, 938, 940, 942, 943, 945, 947, 948, 952, 955, 958, 960, 961, 962, 964, 965, 966, 968, 970, 972, 974, 976, 977, 979, 980, 982, 983, 985, 986, 988, 989, 990, 991, 993, 995, 997, 998, 999, 1001, 1002, 1003, 1006, 1007, 1012, 1013, 1014, 1015, 1016, 1019, 1020, 1021, 1022, 1023, 1025, 1027, 1029, 1031, 1032, 1033, 1036, 1038, 1040, 1043, 1044, 1045, 1046, 1048, 1050, 1052, 1053, 1055, 1057, 1058, 1061, 1062, 1064, 1067, 1069, 1071, 1074, 1076, 1078, 1080, 1083, 1085, 1086, 1089, 1090, 1091, 1094, 1097, 1098, 1099, 1103, 1104, 1106, 1107, 1108, 1109, 1110, 1112, 1114, 1117, 1118, 1120, 1122, 1124, 1125, 1127, 1128, 1129, 1132, 1133, 1136, 1138, 1139, 1141, 1144, 1145, 1147, 1150, 1152, 1154, 1155, 1156, 1157, 1159, 1161, 1162, 1163, 1165, 1166, 1167, 1168, 1169, 1171, 1174, 1176, 1178, 1179, 1180, 1184, 1186, 1187, 1189, 1190, 1192, 1193, 1195, 1196, 1198, 1201, 1203, 1204, 1207, 1210, 1212, 1214, 1215, 1216, 1217, 1218, 1219, 1222, 1223, 1224, 1226, 1227, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1238, 1239, 1242, 1243, 1244, 1245, 1247, 1249, 1250, 1252, 1254, 1255, 1256, 1258, 1259, 1261, 1262, 1268, 1269, 1270, 1271, 1272, 1274, 1275, 1277, 1278, 1279, 1281, 1282, 1285, 1287, 1288, 1289, 1290, 1291, 1292, 1295, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1312, 1313, 1314, 1316, 1317, 1318, 1319, 1320, 1315, 1321, 1323, 1324, 1325, 1326, 1327, 1329, 1337, 1338, 1339, 1343, 1344, 1346, 1347, 1350, 1351, 1353, 1354, 1355, 1358, 1360, 1361, 1362, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1376, 1377, 1379, 1380, 1381, 1382, 1384, 1385, 1386, 1387, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1400, 1401, 1404, 1405, 1406, 1409, 1410, 1411, 1413, 1414, 1416, 1417, 1418, 1419, 1421, 1424, 1425, 1426, 1427, 1428, 1430, 1431, 1434, 1435, 1436, 1438, 1440, 1442, 1443, 1444, 1445, 1448, 1449, 1450, 1451, 1453, 1454, 1455, 1456, 1458, 1459, 1460, 1463, 1464, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1479, 1480, 1482, 1483, 1485, 1487, 1488, 1490, 1491, 1492, 1493, 1495, 1501, 1504, 1506, 1508, 1510, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1523, 1524, 1527, 1530, 1532, 1533, 1534, 1536, 1537, 1538, 1539, 1540, 1542, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1552, 1554, 1555, 1556, 1557, 1558, 1560, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1572, 1573, 1575, 1577, 1578, 1579, 1582, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1593, 1594, 1595, 1597, 1598, 1600, 1601, 1602, 1604, 1605, 1606, 1607, 1608, 1610, 1611, 1612, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1627, 1628, 1629, 1631, 1639, 1641, 1642, 1643, 1649, 1650, 1652, 1653, 1654, 1656, 1657, 1659, 1660, 1661, 1663, 1667, 1668, 1669, 1670, 1671, 1673, 1675, 1676, 1678, 1679, 1681, 1682, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1694, 1695, 1696, 1697, 1698, 1700, 1702, 1703, 1705, 1706, 1707, 1708, 1709, 1710, 1712, 1713, 1717, 1718, 1719, 1720, 1721, 1725, 1726, 1728, 1729, 1730, 1731, 1733, 1734, 1735, 1738, 1740, 1741, 1742, 1743, 1744, 1747, 1749, 1751, 1754, 1756, 1757, 1758, 1760, 1761, 1762, 1765, 1768, 1771, 1772, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1785, 1787, 1788, 1790, 1793, 1794, 1795, 1798, 1800, 1801, 1802, 1803, 1805, 1806, 1807, 1808, 1809, 1810, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1825, 1826, 1828, 1829, 1830, 1831, 1832, 1833, 1835, 1841, 1842, 1843, 1844, 1846, 1847, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1863, 1865, 1866, 1867, 1870, 1872, 1873, 1874, 1875, 1876, 1879, 1880, 1881, 1882, 1883, 1884, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1894, 1896, 1898, 1900, 1901, 1902, 1904, 1905, 1906, 1907, 1910, 1911, 1913, 1914, 1916, 1917, 1919, 1921, 1923, 1924, 1759, 1173, 1925, 1927, 1929, 1930, 1931, 1932, 1933, 1934, 1936, 1938, 1940, 1941, 1942, 1944, 1945, 1946, 1948, 1949, 1951, 1952, 1953, 1954, 1956, 1957, 1958, 1959, 1961, 1962, 1963, 1964, 1965, 1966, 1968, 1969, 1970, 1971, 1972, 1973, 1764, 1974, 1975, 1976, 1977, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2001, 2002, 2003, 2004, 2005, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2016, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026, 2028, 2029, 2031, 2033, 2037, 2038, 2039, 2042, 2043, 2045, 2046, 2047, 2048, 2049, 2050, 2051, 2052, 2053, 2055, 2056, 2057, 2059, 2063, 2064, 2065, 2066, 2067, 2068, 2069, 2070, 2071, 2072, 602, 2073, 2074, 2075, 2078, 2079, 2080, 2082, 2083, 2084, 2085, 2086, 2087, 2088, 2089, 2090, 2091, 2092, 2093, 2094, 2096, 2098, 2099, 2100, 2101, 2102, 2103, 2105, 2106, 2107, 2108, 2109, 2110, 2112, 2113, 2115, 2116, 2117, 2118, 2119, 2123, 2125, 2126, 2127, 2128, 2130, 2131, 2132, 2133, 2134, 2135, 2136, 2139, 2140, 2141, 2142, 2143, 2144, 2146, 2147, 2148, 2150, 2151, 2152, 2154, 2155, 2156, 2158, 2159, 2160, 2162, 2163, 2164, 2165, 2167, 2168, 2169, 2170, 2171, 2173, 2174, 2175, 2177, 2178, 2179, 2180, 2181, 2183, 2184, 2185, 2187, 2188, 2189, 2190, 2191, 2192, 2193, 2195, 2197, 2198, 2199, 2200, 2201, 2203, 2204, 2205, 2206, 2207, 2209, 2213, 2214, 2215, 2216, 2219, 2220, 2221, 2223, 2225, 2227, 2229, 2230, 2231, 2232, 2235, 2238, 2239, 2241, 2243, 2245, 2246, 2247, 2248, 2249, 2251, 2253, 2254, 2255, 2257, 2260, 2261, 2263, 2264, 2265, 2266, 2267, 2268, 2269, 2270, 2271, 2272, 2273, 2275, 2276, 2277, 2280, 2281, 2282, 2283, 2284, 2285, 2287, 2289, 2291, 2293, 2294, 2295, 2296, 2297, 2298, 2299, 2300, 2301, 2303, 2305, 2307, 2308, 2309, 2310, 2311, 2313, 2314, 2315, 2316, 2318, 2319, 2320, 2321, 2322, 2324, 2326, 2327, 2329, 2330, 2332, 2334, 2336, 2338, 2339, 2340, 2341, 2342, 2343, 2345, 2347, 2349, 2350, 2351, 2352, 2353, 2355, 2356, 2357, 2359, 2361, 2364, 2365, 2366, 2367, 2368, 2369, 2370, 2371, 2372, 2373, 2374, 2375, 2378, 2379, 2380, 2381, 2382, 2384, 2385, 2386, 2387, 2388, 2390, 2394, 1763, 2396, 2398, 2400, 2402, 2404, 2405, 2406, 2407, 2408, 2409, 2410, 2411, 2413, 2414, 2416, 2417, 2418, 2420, 2422, 2423, 188, 2425, 2426, 2427, 2428, 2430, 2431, 2432, 2434, 2435, 2436, 2437, 2439, 2440, 2443, 2444, 2446, 2447, 2448, 2449, 2451, 2453, 2455, 2456, 2457, 2458, 2459, 2461, 2463, 2465, 2466, 2467, 2468, 2469, 2470, 2471, 2472, 2475, 2477, 2478, 2479, 2480, 2482, 2483, 2484, 2485, 2486, 2488, 2490, 2491, 2493, 2495, 2496, 2498, 2499, 2501, 2503, 2504, 2506, 2508, 2509, 2511, 2512, 2513, 2514, 2516, 2517, 2519, 2521, 2522, 2523, 2524, 2525, 2526, 2528, 2529, 2530, 2532, 2533, 2534, 2535, 2536, 2537, 2538, 2539, 2540, 2542, 2543, 2544, 2545, 2546, 2547, 2548, 2549, 2550, 2551, 2552, 2554, 2555, 2556, 2558, 2559, 2560, 2564, 2565, 2566, 2567, 2568, 2569, 2570, 2571, 2572, 2573, 2575, 2576, 2577, 2578, 2579, 2580, 2581, 2582, 2584, 2585, 2586, 2587, 2588, 2589, 2590, 2591, 2592, 2593, 2594, 2595, 2596, 2597, 2598, 2599, 2602, 2603, 2604, 2606, 2608, 2609, 2610, 2611, 2613, 2614, 2615, 2617, 2621, 2622, 2623, 2624, 2625, 2626, 2627, 2628, 2631, 2633, 2635, 2637, 2638, 2639, 2640, 2642, 2643, 2644, 2646, 2647, 2649, 2650, 2652, 2653, 2654, 2656, 2657, 2658, 2659, 2660, 2661, 2662, 2664, 2666, 2667, 2668, 2669, 2671, 2672, 2673, 2676, 2677, 2678, 2679, 2680, 2681, 2683, 2684, 2685, 2686, 2688, 2690, 2691, 2692, 2694, 2696, 2698, 2699, 2700, 2702, 2703, 2704, 2706, 2707, 2708, 2710, 2711, 2713, 2714, 2715, 2717, 2719, 2720, 2721, 2722, 2724, 2725, 2726, 2727, 2728, 2729, 2731, 2732, 2734, 2735, 2736, 2738, 2740, 2741, 2742, 2744, 2745, 2746, 2747, 2748, 2750, 2753, 2754, 2755, 2756, 2757, 2758, 2760, 2761, 2762, 2764, 2765, 2766, 2767, 2768, 2769, 2770, 2771, 2772, 2773, 2774, 2775, 2778, 2780, 2784, 2785, 2787, 2788, 2790, 2792, 2793, 2794, 2795, 2797, 2799, 2802, 2803, 2805, 2806, 2808, 2809, 2811, 2813, 2815, 2816, 2817, 2819, 2823, 2826, 2827, 2829, 2831, 2832, 2834, 2835, 2837, 2838, 2840, 2841, 2842, 2844, 2846, 2847, 2848, 2849, 2850, 2851, 2852, 2853, 2855, 2856, 2857, 2858, 2859, 2860, 2861, 2862, 2863, 2865, 2866, 2867, 2868, 2869, 2870, 2871, 2872, 2873, 2874, 2875, 2876, 2877, 2878, 2879, 2880, 2881, 2882, 2883, 2884, 2885, 2886, 2889, 2890, 2891, 2892, 2893, 2894, 2895, 2896, 2898, 2899, 2900, 2901, 2902, 2903, 2904, 2905, 2906, 2909, 2910, 2911, 2912, 2914, 2915, 2916, 2917, 2918, 2919, 2922, 2924, 2926, 2928, 2929, 2931, 2933, 2934, 2935, 2937, 2938, 2939, 2940, 2941, 2942, 2943, 2945, 2946, 2947, 2950, 2951, 2952, 2953, 2956, 2957, 2958, 2959, 2960, 2962, 2963, 2964, 2965, 2966, 2967, 2968, 2969, 23, 2970, 2971, 2972, 2973, 2974, 2975, 2976, 2977, 2978, 2980, 2981, 2983, 2984, 2985, 2986, 2987, 2988, 2991, 2992, 2994, 2995, 2996, 2997, 2998, 3000, 3001, 3002, 3003, 3004, 3006, 3009, 3010, 3011, 3012, 3013, 3015, 3017, 3018, 3020, 3021, 3022, 3025, 3026, 3027, 3028, 3029, 3030, 11, 3033, 3034, 3035, 3037, 3038, 3039, 3040, 3041, 3042, 3045, 3047, 3049, 3050, 3051, 3052, 3054, 3056, 3058, 3060, 3062, 3063, 3064, 3065, 3068, 3070, 3071, 3072, 3073, 3074, 3075, 3077, 3079, 3080, 3082, 3085, 3087, 3088, 3090, 3093, 3095, 3096, 3097, 3099, 3101, 3102, 3103, 3106, 3108, 3109, 3110, 3113, 3114, 3117, 3118, 3119, 3121, 3122, 3125, 3126, 3128, 3129, 3130, 3132, 3133, 3135, 3136, 3137, 3139, 3141, 3142, 3143, 3144, 3146, 3147, 3148, 3149, 3151, 3152, 3153, 3154, 3155, 3158, 3159, 3161, 3162, 3164, 3165, 3166, 3167, 3168, 3170, 3171, 3172, 3174, 3175, 3177, 3178, 3179, 3180, 3181, 3182, 3183, 3184, 3185, 3186, 3187, 3188, 3190, 3191, 3193, 3194, 3195, 3196, 3197, 3198, 3199, 3200, 3202, 3204, 3205, 3206, 3207, 3208, 3209, 3210, 3211, 3214, 3215, 3216, 3217, 3218, 3219, 3220, 3222, 3225, 3226, 3227, 3228, 3229, 3231, 3232, 3233, 3235, 3238, 3239, 3240, 3241, 3242

Accuracy

Type Score
TOKEN_F 99.79
TOKEN_P 99.78
TOKEN_R 99.80
TOKEN_ACC 99.96
SENTS_F 92.35
SENTS_P 94.94
SENTS_R 89.89
TAG_ACC 96.53
POS_ACC 97.85
MORPH_ACC 97.23
DEP_UAS 92.52
DEP_LAS 86.32
LEMMA_ACC 97.00