github explosion/spacy-models sr_core_news_md-3.6.0a5
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latest releases: ca_core_news_lg-3.8.0, ca_core_news_sm-3.8.0, ca_core_news_md-3.8.0...
pre-release18 months ago

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Checksum .tar.gz: 4b3f531bb0a9b687cc9cda76e24d31f02f71ee045f28832f3660c0912c9f8e64
Checksum .whl: 7bffa7f4a2c8ee8d0230dbe7bf06340f426b61d14bc1894da389dc8d214df124

Details: https://spacy.io/models/sr#sr_core_news_md

Serbian pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), attribute_ruler, senter, ner.

Feature Description
Name sr_core_news_md
Version 3.6.0a5
spaCy >=3.6.0.dev0,<3.7.0
Default Pipeline tok2vec, tagger, morphologizer, parser, lemmatizer, attribute_ruler, ner
Components tok2vec, tagger, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner
Vectors floret (50000, 300)
Sources UD Serbian SET v2.11 (Samardžić, Tanja; Ljubešić, Nikola)
SETimes.SR (Batanović, Vuk; Ljubešić, Nikola; Samardžić, Tanja and Erjavec, Tomaž)
SETimes.SRPlus (commit: c3efc276) (Vuk Batanović, Nikola Ljubešić, Tanja Samardžić)
Serbian Cyrillic Transliteration (Strana)
Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion)
License CC BY-SA 4.0
Author Explosion
Model size 64 MB

Label Scheme

View label scheme (1290 labels for 4 components)
Component Labels
tagger Agcfpay, Agcfpgy, Agcfpiy, Agcfply, Agcfpny, Agcfsay, Agcfsdy, Agcfsgy, Agcfsiy, Agcfsly, Agcfsny, Agcmpay, Agcmpgy, Agcmpiy, Agcmpny, Agcmsayn, Agcmsdy, Agcmsgy, Agcmsiy, Agcmsly, Agcmsny, Agcnply, Agcnpny, Agcnsay, Agcnsdy, Agcnsgy, Agcnsiy, Agcnsly, Agcnsny, Agpfpay, Agpfpdy, Agpfpgy, Agpfpiy, Agpfply, Agpfpny, Agpfsay, Agpfsdy, Agpfsgy, Agpfsiy, Agpfsly, Agpfsny, Agpmpay, Agpmpdy, Agpmpgy, Agpmpiy, Agpmply, Agpmpny, Agpmsann, Agpmsayn, Agpmsayy, Agpmsdy, Agpmsgn, Agpmsgy, Agpmsiy, Agpmsly, Agpmsnn, Agpmsny, Agpnpay, Agpnpdy, Agpnpgy, Agpnpiy, Agpnply, Agpnpny, Agpnsay, Agpnsdy, Agpnsgn, Agpnsgy, Agpnsiy, Agpnsly, Agpnsny, Agsfpay, Agsfpgy, Agsfpiy, Agsfpny, Agsfsay, Agsfsgy, Agsfsiy, Agsfsny, Agsmpay, Agsmpdy, Agsmpgy, Agsmply, Agsmpny, Agsmsayn, Agsmsayy, Agsmsgy, Agsmsiy, Agsmsly, Agsmsny, Agsnpay, Agsnpgy, Agsnpny, Agsnsgy, Agsnsiy, Agsnsny, Appfpay, Appfpdy, Appfpgy, Appfpiy, Appfply, Appfpny, Appfsay, Appfsgy, Appfsiy, Appfsly, Appfsny, Appmpay, Appmpgy, Appmpiy, Appmply, Appmpny, Appmsann, Appmsayn, Appmsayy, Appmsdy, Appmsgy, Appmsiy, Appmsly, Appmsnn, Appmsny, Appnpay, Appnpgy, Appnpiy, Appnpny, Appnsay, Appnsgy, Appnsiy, Appnsly, Appnsny, Aspfpay, Aspfpgy, Aspfply, Aspfpny, Aspfsay, Aspfsdy, Aspfsgy, Aspfsiy, Aspfsly, Aspfsny, Aspmpay, Aspmpgy, Aspmpny, Aspmsann, Aspmsayy, Aspmsdy, Aspmsgy, Aspmsiy, Aspmsly, Aspmsnn, Aspnpay, Aspnsay, Aspnsgy, Aspnsly, Aspnsny, Cc, Cs, I, Mdc, Mdm, Mdo, Mds, Mlc, Mlc--i, Mlcf-a, Mlcf-g, Mlcf-n, Mlcfpa, Mlcfpg, Mlcfsa, Mlcfsd, Mlcfsg, Mlcfsi, Mlcfsl, Mlcfsn, Mlcm-a, Mlcm-n, Mlcmpn, Mlcmsan, Mlcmsay, Mlcmsd, Mlcmsg, Mlcmsi, Mlcmsl, Mlcmsn, Mlcn-n, Mlcnsa, Mlcnsl, Mlcnsn, Mlofpa, Mlofpd, Mlofpg, Mlofpi, Mlofpl, Mlofpn, Mlofsa, Mlofsd, Mlofsg, Mlofsi, Mlofsl, Mlofsn, Mlompa, Mlompd, Mlompg, Mlompi, Mlompl, Mlompn, Mlomsan, Mlomsay, Mlomsd, Mlomsg, Mlomsi, Mlomsl, Mlomsn, Mlonpa, Mlonpg, Mlonpl, Mlonsa, Mlonsg, Mlonsi, Mlonsl, Mlonsn, Mls, Mlsf-a, Mlsf-g, Mlsf-i, Mlsf-l, Mlsf-n, Mlsm-a, Mlsm-n, Ncfpa, Ncfpd, Ncfpg, Ncfpi, Ncfpl, Ncfpn, Ncfsa, Ncfsd, Ncfsg, Ncfsi, Ncfsl, Ncfsn, Ncmpa, Ncmpd, Ncmpg, Ncmpi, Ncmpl, Ncmpn, Ncmsan, Ncmsay, Ncmsd, Ncmsg, Ncmsi, Ncmsl, Ncmsn, Ncmsv, Ncnpa, Ncnpd, Ncnpg, Ncnpi, Ncnpl, Ncnpn, Ncnsa, Ncnsd, Ncnsg, Ncnsi, Ncnsl, Ncnsn, Npfpd, Npfpg, Npfpn, Npfsa, Npfsd, Npfsg, Npfsi, Npfsl, Npfsn, Npmpa, Npmpd, Npmpg, Npmpi, Npmpn, Npmsan, Npmsay, Npmsd, Npmsg, Npmsi, Npmsl, Npmsn, 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-mpl, Pd-mpn, Pd-msan, Pd-msay, Pd-msd, Pd-msg, Pd-msi, Pd-msl, Pd-msn, Pd-npa, Pd-npd, Pd-npg, Pd-npl, Pd-npn, Pd-nsa, Pd-nsd, Pd-nsg, Pd-nsi, Pd-nsl, Pd-nsn, Pi--sn, 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-nsg, Pi-nsi, Pi-nsl, Pi-nsn, Pi3m-a, Pi3m-d, Pi3m-g, Pi3m-n, Pi3n-a, 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-sn, Pp2-pa, Pp2-pd, Pp2-pl, Pp2-pn, 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, Pp3nsn, Pq-fpa, Pq-fsl, Pq-fsn, Pq-mpn, Pq-msn, Pq-nsn, Pq3n-n, Ps1fpa, Ps1fpd, Ps1fpg, Ps1fpn, Ps1fsa, Ps1fsd, Ps1fsg, Ps1fsl, Ps1fsn, Ps1mpa, Ps1mpd, Ps1mpg, Ps1mpl, Ps1mpn, Ps1msan, Ps1msd, Ps1msg, Ps1msl, Ps1msn, Ps1nsa, Ps1nsg, Ps1nsl, Ps1nsn, Ps2fpl, Ps2fpn, Ps2msan, Ps2nsl, Ps2nsn, Ps3fpa, Ps3fpg, Ps3fpl, Ps3fpn, Ps3fsa, Ps3fsd, Ps3fsg, Ps3fsi, Ps3fsl, Ps3fsn, Ps3mpa, Ps3mpd, Ps3mpg, Ps3mpl, Ps3mpn, Ps3msan, Ps3msd, Ps3msg, Ps3msi, Ps3msl, Ps3msn, Ps3npa, Ps3npg, Ps3npl, Ps3nsa, Ps3nsg, 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, (truncated: full list in pipeline meta)
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, POS=CCONJ, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, 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=Masc|Number=Plur|POS=ADJ, Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Degree=Pos|POS=ADV, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|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, 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, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, 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=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Foreign=Yes|POS=X, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, 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|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, 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=Acc|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, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, POS=PART|Polarity=Neg, Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|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, 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, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, 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|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|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, Gender=Masc|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, POS=PART, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, POS=SPACE, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, 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, Degree=Cmp|POS=ADV, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, POS=VERB|VerbForm=Inf, 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=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=Gen|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|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Gender=Neut|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, 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=Fem|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, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Degree=Pos|POS=DET|PronType=Ind, Animacy=Inan|Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|POS=ADV|PronType=Neg, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Degree=Cmp|POS=DET, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Neut|POS=PRON|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|Poss=Yes, Case=Nom|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Masc|POS=PRON|PronType=Neg, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs, Degree=Pos|POS=ADV|PronType=Int,Rel, Case=Loc|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, POS=ADJ, 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Case=Nom|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Case=Acc|Gender=Neut|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Masc|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Dat|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Case=Dat|Gender=Masc|Number=Plur|POS=PROPN, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=PROPN, Case=Loc|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Degree=Pos|POS=DET|PronType=Int,Rel, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Case=Dat|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Degree=Sup|POS=DET, Case=Loc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Anim|Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|POS=PRON|PronType=Prs|Reflex=Yes, Case=Loc|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Definite=Def|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Ind, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Ins|Gender=Neut|Number=Sing|POS=PROPN, Case=Loc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Masc|POS=PRON|PronType=Tot, Case=Nom|Gender=Masc|NumType=Card|Number=Plur|POS=NUM, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|NumType=Mult|POS=NUM, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Gender=Fem|NumType=Mult|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Ins|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Gender=Neut|POS=PRON|PronType=Neg, Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Tot, Case=Loc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Neg, (truncated: full list in pipeline meta)
parser ROOT, acl, advcl, advmod, amod, appos, aux, case, cc, ccomp, conj, cop, csubj, dep, det, det:numgov, discourse, expl, fixed, flat, mark, nmod, nsubj, nummod, nummod:gov, obj, obl, orphan, parataxis, punct, xcomp
ner DERIV_PER, LOC, MISC, ORG, PER

Accuracy

Type Score
TOKEN_ACC 99.95
TOKEN_P 99.82
TOKEN_R 99.85
TOKEN_F 99.84
TAG_ACC 91.04
POS_ACC 97.15
MORPH_ACC 91.42
MORPH_MICRO_P 95.01
MORPH_MICRO_R 94.85
MORPH_MICRO_F 94.93
SENTS_P 90.77
SENTS_R 89.93
SENTS_F 90.35
DEP_UAS 87.24
DEP_LAS 82.30
LEMMA_ACC 92.73
ENTS_P 81.64
ENTS_R 78.15
ENTS_F 79.85

Installation

pip install spacy
python -m spacy download sr_core_news_md
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