github explosion/spacy-models ro_core_news_md-2.3.0
on GitHub

latest releases: ca_core_news_lg-3.8.0, ca_core_news_sm-3.8.0, ca_core_news_md-3.8.0...
4 years ago

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Details: https://spacy.io/models/ro#ro_core_news_md

File checksum: 6c213c5ae4ffc9eef2255ad5d8b22f16599a208d1e9d27e23b2184e6c79ffcc5

Romanian multi-task CNN trained on UD Romanian RRT and the Romanian Named Entity Corpus. Assigns word vectors, POS tags, dependency parse and named entities. Word vectors trained using FastText CBOW on Wikipedia and OSCAR (Common Crawl).

Feature Description
Name ro_core_news_md
Version 2.3.0
spaCy >=2.3.0,<2.4.0
Model size 43 MB
Pipeline  tagger, parser, ner
Vectors 500000 keys, 20000 unique vectors (300 dimensions)
Sources UD Romanian RRT v2.5 (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin)
RONEC - the Romanian Named Entity Corpus (ca9ce460) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan)
OSCAR (Common Crawl)
Wikipedia (20200201)
License CC BY-SA 4.0
Author Explosion

Label Scheme

Component Labels
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Afpfsoy__Case=Dat,Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing, Afpfsrn__Case=Acc,Nom|Definite=Ind|Degree=Pos|Gender=Fem|Number=Sing, Afpfsry__Case=Acc,Nom|Definite=Def|Degree=Pos|Foreign=Yes|Gender=Fem|Number=Sing, Afpfsry__Case=Acc,Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing, Afpm--n__Definite=Ind|Degree=Pos|Gender=Masc, Afpmp-n__Definite=Ind|Degree=Pos|Gender=Masc|Number=Plur, Afpmpoy__Case=Dat,Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur, Afpmpry__Case=Acc,Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur, Afpms-n__Definite=Ind|Degree=Pos|Foreign=Yes|Gender=Masc|Number=Sing, Afpms-n__Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing, Afpmsoy__Case=Dat,Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing, Afpmsry__Case=Acc,Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing, Afsfp-n__Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur, Afsfsrn__Case=Acc,Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Sing, BULLET, COLON, COMMA, Ccssp__Polarity=Pos, Ccsspy__Polarity=Pos|Variant=Short, Crssp__Polarity=Pos, Csssp__Polarity=Pos, Cssspy__Polarity=Pos|Variant=Short, DASH, DBLQ, Dd3-po---e__Case=Dat,Gen|Number=Plur|Person=3|Position=Prenom|PronType=Dem, Dd3-po---o__Case=Dat,Gen|Number=Plur|Person=3|Position=Postnom|PronType=Dem, Dd3fpo__Case=Dat,Gen|Gender=Fem|Number=Plur|Person=3|PronType=Dem, Dd3fpr---e__Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|Position=Prenom|PronType=Dem, Dd3fpr---o__Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|Position=Postnom|PronType=Dem, Dd3fpr--y__Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|PronType=Dem, Dd3fpr__Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|PronType=Dem, Dd3fso---e__Case=Dat,Gen|Gender=Fem|Number=Sing|Person=3|Position=Prenom|PronType=Dem, Dd3fso__Case=Dat,Gen|Gender=Fem|Number=Sing|Person=3|PronType=Dem, Dd3fsr---e__Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|Position=Prenom|PronType=Dem, Dd3fsr---o__Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|Position=Postnom|PronType=Dem, 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Mofsoln__Case=Dat,Gen|Definite=Ind|Gender=Fem|Number=Sing|NumForm=Word|NumType=Ord, Mofsoly__Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Sing|NumForm=Word|NumType=Ord, Mofsrln__Case=Acc,Nom|Definite=Ind|Gender=Fem|Number=Sing|NumForm=Word|NumType=Ord, Mofsrly__Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Sing|NumForm=Word|NumType=Ord, Mompoly__Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Plur|NumForm=Word|NumType=Ord, Momprly__Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Plur|NumForm=Word|NumType=Ord, Moms-l__Gender=Masc|Number=Sing|NumForm=Word|NumType=Ord, Moms-ln__Definite=Ind|Gender=Masc|Number=Sing|NumForm=Word|NumType=Ord, Momsoly__Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Sing|NumForm=Word|NumType=Ord, Momsrly__Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Sing|NumForm=Word|NumType=Ord, Nc, Nc---n__Definite=Ind, Nc__Foreign=Yes, Ncf--n__Definite=Ind|Gender=Fem, Ncfp-n__Definite=Ind|Gender=Fem|Number=Plur, Ncfpoy__Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Plur, 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Pp1-sa--y-----w__Case=Acc|Number=Sing|Person=1|PronType=Prs|Strength=Weak|Variant=Short, Pp1-sd--------s__Case=Dat|Number=Sing|Person=1|PronType=Prs|Strength=Strong, Pp1-sd--------w__Case=Dat|Number=Sing|Person=1|PronType=Prs|Strength=Weak, Pp1-sd--y-----w__Case=Dat|Number=Sing|Person=1|PronType=Prs|Strength=Weak|Variant=Short, Pp1-sn--------s__Case=Nom|Number=Sing|Person=1|PronType=Prs|Strength=Strong, Pp2-----------s__Person=2|PronType=Prs|Strength=Strong, Pp2-pa--------w__Case=Acc|Number=Plur|Person=2|PronType=Prs|Strength=Weak, Pp2-pa--y-----w__Case=Acc|Number=Plur|Person=2|PronType=Prs|Strength=Weak|Variant=Short, Pp2-pd--------w__Case=Dat|Number=Plur|Person=2|PronType=Prs|Strength=Weak, Pp2-pd--y-----w__Case=Dat|Number=Plur|Person=2|PronType=Prs|Strength=Weak|Variant=Short, Pp2-pr--------s__Case=Acc,Nom|Number=Plur|Person=2|PronType=Prs|Strength=Strong, Pp2-sa--------s__Case=Acc|Number=Sing|Person=2|PronType=Prs|Strength=Strong, Pp2-sa--------w__Case=Acc|Number=Sing|Person=2|PronType=Prs|Strength=Weak, Pp2-sa--y-----w__Case=Acc|Number=Sing|Person=2|PronType=Prs|Strength=Weak|Variant=Short, Pp2-sd--------s__Case=Dat|Number=Sing|Person=2|PronType=Prs|Strength=Strong, Pp2-sd--------w__Case=Dat|Number=Sing|Person=2|PronType=Prs|Strength=Weak, Pp2-sd--y-----w__Case=Dat|Number=Sing|Person=2|PronType=Prs|Strength=Weak|Variant=Short, Pp2-sn--------s__Case=Nom|Number=Sing|Person=2|PronType=Prs|Strength=Strong, Pp2-so--------s__Case=Dat,Gen|Number=Sing|Person=2|PronType=Prs|Strength=Strong, Pp2-sr--------s__Case=Acc,Nom|Number=Sing|Person=2|PronType=Prs|Strength=Strong, Pp3-p---------s__Number=Plur|Person=3|PronType=Prs|Strength=Strong, Pp3-pd--------w__Case=Dat|Number=Plur|Person=3|PronType=Prs|Strength=Weak, Pp3-pd--y-----w__Case=Dat|Number=Plur|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Pp3-po--------s__Case=Dat,Gen|Number=Plur|Person=3|PronType=Prs|Strength=Strong, Pp3-sd--------w__Case=Dat|Number=Sing|Person=3|PronType=Prs|Strength=Weak, Pp3-sd--y-----w__Case=Dat|Number=Sing|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Pp3fpa--------w__Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Strength=Weak, Pp3fpa--y-----w__Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Pp3fpr--------s__Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Strength=Strong, Pp3fs---------s__Gender=Fem|Number=Sing|Person=3|PronType=Prs|Strength=Strong, Pp3fsa--------w__Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Strength=Weak, Pp3fsa--y-----w__Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Pp3fso--------s__Case=Dat,Gen|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Strength=Strong, Pp3fsr--------s__Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Strength=Strong, Pp3fsr--y-----s__Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Strength=Strong|Variant=Short, Pp3mpa--------w__Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Strength=Weak, Pp3mpa--y-----w__Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Pp3mpr--------s__Case=Acc,Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Strength=Strong, Pp3ms---------s__Gender=Masc|Number=Sing|Person=3|PronType=Prs|Strength=Strong, Pp3msa--------w__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Strength=Weak, Pp3msa--y-----w__Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Strength=Weak|Variant=Short, Pp3mso--------s__Case=Dat,Gen|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Strength=Strong, Pp3msr--------s__Case=Acc,Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Strength=Strong, Pp3msr--y-----s__Case=Acc,Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Strength=Strong|Variant=Short, Ps1fp-s__Gender=Fem|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, Ps1fsrp__Case=Acc,Nom|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, Ps1fsrs__Case=Acc,Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, Ps1mp-p__Gender=Masc|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, Ps1ms-p__Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, Ps2fp-s__Gender=Fem|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, Ps2fsrp__Case=Acc,Nom|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs, Ps2fsrs__Case=Acc,Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, Ps2ms-s__Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, Ps3---p__Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs, Ps3---s__Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, Ps3fp-s__Gender=Fem|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, Ps3fsrs__Case=Acc,Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, Ps3mp-s__Gender=Masc|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, Ps3ms-s__Gender=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, Pw3--r__Case=Acc,Nom|Person=3|PronType=Int,Rel, Pw3-po__Case=Dat,Gen|Number=Plur|Person=3|PronType=Int,Rel, Pw3-so__Case=Dat,Gen|Number=Sing|Person=3|PronType=Int,Rel, Pw3fpr__Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|PronType=Int,Rel, Pw3fso__Case=Dat,Gen|Gender=Fem|Number=Sing|Person=3|PronType=Int,Rel, Pw3mpr__Case=Acc,Nom|Gender=Masc|Number=Plur|Person=3|PronType=Int,Rel, Pw3mso__Case=Dat,Gen|Gender=Masc|Number=Sing|Person=3|PronType=Int,Rel, Px3--a--------s__Case=Acc|Person=3|PronType=Prs|Reflex=Yes|Strength=Strong, Px3--a--------w__Case=Acc|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak, Px3--a--y-----w__Case=Acc|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak|Variant=Short, Px3--d--------w__Case=Dat|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak, Px3--d--y-----w__Case=Dat|Person=3|PronType=Prs|Reflex=Yes|Strength=Weak|Variant=Short, Pz3-sr__Case=Acc,Nom|Number=Sing|Person=3|PronType=Neg, Pz3fsr__Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|PronType=Neg, QUEST, QUOT, Qf__Tense=Fut, Qn__PartType=Inf, Qs-y__Mood=Sub|Variant=Short, Qs__Mood=Sub, Qz-y__Polarity=Neg|Variant=Short, Qz__Polarity=Neg, RCURL, RPAR, RSQR, Rc, Rgc__Degree=Cmp, Rgp__Degree=Pos, Rgpy__Degree=Pos|Variant=Short, Rgs__Degree=Sup, Rp, Rw-y__PronType=Int,Rel|Variant=Short, Rw__PronType=Int,Rel, Rz__PronType=Neg, SCOLON__AdpType=Prep, SLASH__AdpType=Prep, STAR__AdpType=Prep, Sp__AdpType=Prep, Spsa__AdpType=Prep|Case=Acc, Spsa__AdpType=Prep|Case=Acc|Foreign=Yes, Spsay__AdpType=Prep|Case=Acc|Variant=Short, Spsd__AdpType=Prep|Case=Dat, Spsg__AdpType=Prep|Case=Gen, Td-po__Case=Dat,Gen|Number=Plur|PronType=Dem, Tdfpr__Case=Acc,Nom|Gender=Fem|Number=Plur|PronType=Dem, Tdfso__Case=Dat,Gen|Gender=Fem|Number=Sing|PronType=Dem, Tdfsr__Case=Acc,Nom|Gender=Fem|Number=Sing|PronType=Dem, Tdmpr__Case=Acc,Nom|Gender=Masc|Number=Plur|PronType=Dem, Tdmso__Case=Dat,Gen|Gender=Masc|Number=Sing|PronType=Dem, Tdmsr__Case=Acc,Nom|Gender=Masc|Number=Sing|PronType=Dem, Tf-so__Case=Dat,Gen|Definite=Def|Number=Sing|PronType=Art, Tffpoy__Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Plur|PronType=Art|Variant=Short, Tffpry__Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Plur|PronType=Art|Variant=Short, Tffs-y__Definite=Def|Gender=Fem|Number=Sing|PronType=Art|Variant=Short, Tfmpoy__Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Plur|PronType=Art|Variant=Short, Tfms-y__Definite=Def|Gender=Masc|Number=Sing|PronType=Art|Variant=Short, Tfmsoy__Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Sing|PronType=Art|Variant=Short, Tfmsry__Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Sing|PronType=Art|Variant=Short, Ti-po__Case=Dat,Gen|Number=Plur|PronType=Ind, Tifp-y__Gender=Fem|Number=Plur|PronType=Ind|Variant=Short, Tifso__Case=Dat,Gen|Gender=Fem|Number=Sing|PronType=Ind, Tifsr__Case=Acc,Nom|Gender=Fem|Number=Sing|PronType=Ind, Timso__Case=Dat,Gen|Gender=Masc|Number=Sing|PronType=Ind, Timsr__Case=Acc,Nom|Gender=Masc|Number=Sing|PronType=Ind, Tsfp__Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs, Tsfs__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs, Tsmp__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs, Tsms__Foreign=Yes|Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs, Tsms__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs, UNDERSC, Va--1-----y__Person=1|Variant=Short, Va--1__Person=1, Va--1p__Number=Plur|Person=1, Va--1s----y__Number=Sing|Person=1|Variant=Short, Va--1s__Number=Sing|Person=1, Va--2p----y__Number=Plur|Person=2|Variant=Short, Va--2p__Number=Plur|Person=2, Va--2s----y__Number=Sing|Person=2|Variant=Short, Va--2s__Number=Sing|Person=2, Va--3-----y__Person=3|Variant=Short, Va--3__Person=3, Va--3p----y__Number=Plur|Person=3|Variant=Short, Va--3p__Number=Plur|Person=3, Va--3s----y__Number=Sing|Person=3|Variant=Short, Va--3s__Number=Sing|Person=3, Vag__VerbForm=Ger, Vaii1__Mood=Ind|Person=1|Tense=Imp|VerbForm=Fin, Vaii2s__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin, Vaii3p__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, Vaii3s__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, Vail3p__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|VerbForm=Fin, Vail3s__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin, Vaip1p__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, Vaip1s__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, Vaip2p__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, Vaip2s__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, Vaip3p----y__Mood=Ind|Number=Plur|Person=3|Tense=Pres|Variant=Short|VerbForm=Fin, Vaip3p__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, Vaip3s----y__Mood=Ind|Number=Sing|Person=3|Tense=Pres|Variant=Short|VerbForm=Fin, Vaip3s__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, Vais3p__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, Vais3s__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, Vam-2s__Mood=Imp|Number=Sing|Person=2|VerbForm=Fin, Vanp__Tense=Pres|VerbForm=Inf, Vap--sm__Gender=Masc|Number=Sing|VerbForm=Part, Vasp1p__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, Vasp1s__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, Vasp2p__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, Vasp2s__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, Vasp3__Mood=Sub|Person=3|Tense=Pres|VerbForm=Fin, Vmg-------y__Variant=Short|VerbForm=Ger, Vmg__VerbForm=Ger, Vmii1-----y__Mood=Ind|Person=1|Tense=Imp|Variant=Short|VerbForm=Fin, Vmii1__Mood=Ind|Person=1|Tense=Imp|VerbForm=Fin, Vmii2p__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin, Vmii2s__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin, Vmii3p----y__Mood=Ind|Number=Plur|Person=3|Tense=Imp|Variant=Short|VerbForm=Fin, Vmii3p__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin, Vmii3s----y__Mood=Ind|Number=Sing|Person=3|Tense=Imp|Variant=Short|VerbForm=Fin, Vmii3s__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin, Vmil1__Mood=Ind|Person=1|Tense=Pqp|VerbForm=Fin, Vmil1p__Mood=Ind|Number=Plur|Person=1|Tense=Pqp|VerbForm=Fin, Vmil2s__Mood=Ind|Number=Sing|Person=2|Tense=Pqp|VerbForm=Fin, Vmil3p----y__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|Variant=Short|VerbForm=Fin, Vmil3p__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|VerbForm=Fin, Vmil3s----y__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|Variant=Short|VerbForm=Fin, Vmil3s__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin, Vmip1p----y__Mood=Ind|Number=Plur|Person=1|Tense=Pres|Variant=Short|VerbForm=Fin, Vmip1p__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, Vmip1s----y__Mood=Ind|Number=Sing|Person=1|Tense=Pres|Variant=Short|VerbForm=Fin, Vmip1s__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, Vmip2p__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin, Vmip2s----y__Mood=Ind|Number=Sing|Person=2|Tense=Pres|Variant=Short|VerbForm=Fin, Vmip2s__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, Vmip3-----y__Mood=Ind|Person=3|Tense=Pres|Variant=Short|VerbForm=Fin, Vmip3__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin, Vmip3p__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin, Vmip3s----y__Mood=Ind|Number=Sing|Person=3|Tense=Pres|Variant=Short|VerbForm=Fin, Vmip3s__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin, Vmis1p__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin, Vmis1s__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin, Vmis3p----y__Mood=Ind|Number=Plur|Person=3|Tense=Past|Variant=Short|VerbForm=Fin, Vmis3p__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, Vmis3s----y__Mood=Ind|Number=Sing|Person=3|Tense=Past|Variant=Short|VerbForm=Fin, Vmis3s__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, Vmm-2p__Mood=Imp|Number=Plur|Person=2|VerbForm=Fin, Vmm-2s__Mood=Imp|Number=Sing|Person=2|VerbForm=Fin, Vmnp------y__Tense=Pres|Variant=Short|VerbForm=Inf, Vmnp__Foreign=Yes|Tense=Pres|VerbForm=Inf, Vmnp__Tense=Pres|VerbForm=Inf, Vmp--pf__Gender=Fem|Number=Plur|VerbForm=Part, Vmp--pm__Gender=Masc|Number=Plur|VerbForm=Part, Vmp--sf__Gender=Fem|Number=Sing|VerbForm=Part, Vmp--sm---y__Gender=Masc|Number=Sing|Variant=Short|VerbForm=Part, Vmp--sm__Gender=Masc|Number=Sing|VerbForm=Part, Vmsp1p__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin, Vmsp1s__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin, Vmsp2s__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin, Vmsp3-----y__Mood=Sub|Person=3|Tense=Pres|Variant=Short|VerbForm=Fin, Vmsp3__Mood=Sub|Person=3|Tense=Pres|VerbForm=Fin, X, X__Foreign=Yes, Y__Abbr=Yes, Ya__Abbr=Yes, Yn__Abbr=Yes, Ynfsoy__Abbr=Yes|Case=Dat,Gen|Definite=Def|Gender=Fem|Number=Sing, Ynfsry__Abbr=Yes|Case=Acc,Nom|Definite=Def|Gender=Fem|Number=Sing, Ynmsoy__Abbr=Yes|Case=Dat,Gen|Definite=Def|Gender=Masc|Number=Sing, Ynmsry__Abbr=Yes|Case=Acc,Nom|Definite=Def|Gender=Masc|Number=Sing, Yp-sr__Abbr=Yes|Case=Acc,Nom|Number=Sing, Yp__Abbr=Yes, Yr__Abbr=Yes, _SP
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, expl, expl:impers, expl:pass, expl:poss, expl:pv, fixed, flat, goeswith, iobj, mark, nmod, nmod:agent, nmod:pmod, nmod:tmod, nsubj, nsubj:pass, nummod, obj, obl, orphan, parataxis, punct, vocative, xcomp
ner  DATETIME, EVENT, FACILITY, GPE, LANGUAGE, LOC, MONEY, NAT_REL_POL, NUMERIC_VALUE, ORDINAL, ORGANIZATION, PERIOD, PERSON, PRODUCT, QUANTITY, WORK_OF_ART

Accuracy

Type Score
LAS  81.77
UAS  88.69
TOKEN_ACC  99.61
TAGS_ACC  96.32
ENTS_F  75.42
ENTS_P  74.26
ENTS_R  76.60

Installation

pip install spacy
python -m spacy download ro_core_news_md
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