github explosion/spacy-models sl_core_news_lg-3.6.0
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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...
16 months ago

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Checksum .tar.gz: aecfc55a14d404a81cd217660f346837c04b25ecb08806345afc6b74d292d552
Checksum .whl: 17c0f6ef084351bc87df528f3108ed652c07438a82beff9d7766665719519bfc

Details: https://spacy.io/models/sl#sl_core_news_lg

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

Feature Description
Name sl_core_news_lg
Version 3.6.0
spaCy >=3.6.0,<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 (200000, 300)
Sources UD Slovenian SSJ v2.11 (Dobrovoljc, Kaja; Erjavec, Tomaž; Krek, Simon)
Training corpus SUK 1.0 (Arhar Holdt, Špela; Krek, Simon; Dobrovoljc, Kaja; Erjavec, Tomaž; Gantar, Polona; Čibej, Jaka; Pori, Eva; Terčon, Luka; Munda, Tina; Žitnik, Slavko; Robida, Nejc; Blagus, Neli; Može, Sara; Ledinek, Nina; Holz, Nanika; Zupan, Katja; Kuzman, Taja; Kavčič, Teja; Škrjanec, Iza; Marko, Dafne; Jezeršek, Lucija; Zajc, Anja)
Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion)
License CC BY-SA 4.0
Author Explosion
Model size 221 MB

Label Scheme

View label scheme (2401 labels for 4 components)
Component Labels
tagger Agcfdn, Agcfpa, Agcfpd, Agcfpg, Agcfpi, Agcfpl, Agcfpn, Agcfsa, Agcfsd, Agcfsg, Agcfsi, Agcfsl, Agcfsn, Agcmda, Agcmdn, Agcmpa, Agcmpd, Agcmpg, Agcmpi, Agcmpl, Agcmpn, Agcmsay, Agcmsd, Agcmsg, Agcmsi, Agcmsl, Agcmsny, Agcndn, Agcnpa, Agcnpd, Agcnpg, Agcnpi, Agcnpl, Agcnpn, Agcnsa, Agcnsd, Agcnsg, Agcnsi, Agcnsl, Agcnsn, Agpfda, Agpfdg, Agpfdi, Agpfdl, Agpfdn, Agpfpa, Agpfpd, Agpfpg, Agpfpi, Agpfpl, Agpfpn, Agpfsa, Agpfsd, Agpfsg, Agpfsi, Agpfsl, Agpfsn, Agpmda, Agpmdd, Agpmdg, Agpmdi, Agpmdl, Agpmdn, Agpmpa, Agpmpd, Agpmpg, Agpmpi, Agpmpl, Agpmpn, Agpmsa, Agpmsan, Agpmsay, Agpmsd, Agpmsg, Agpmsi, Agpmsl, Agpmsnn, Agpmsny, Agpnda, Agpndg, Agpndi, Agpndn, Agpnpa, Agpnpd, Agpnpg, Agpnpi, Agpnpl, Agpnpn, Agpnsa, Agpnsd, Agpnsg, Agpnsi, Agpnsl, Agpnsn, Agsfda, Agsfpa, Agsfpg, Agsfpi, Agsfpl, Agsfpn, Agsfsa, Agsfsd, Agsfsg, Agsfsi, Agsfsl, Agsfsn, Agsmdn, Agsmpa, Agsmpd, Agsmpg, Agsmpi, Agsmpl, Agsmpn, Agsmsa, Agsmsay, Agsmsg, Agsmsi, Agsmsl, Agsmsny, Agsnpa, Agsnpg, Agsnpn, Agsnsa, Agsnsg, Agsnsi, Agsnsl, Agsnsn, Appfda, Appfdg, Appfdi, Appfdn, Appfpa, Appfpd, Appfpg, Appfpi, Appfpl, Appfpn, Appfsa, Appfsd, Appfsg, Appfsi, Appfsl, Appfsn, Appmda, Appmdg, Appmdl, Appmdn, Appmpa, Appmpd, Appmpg, Appmpi, Appmpl, Appmpn, Appmsa, Appmsan, Appmsay, Appmsd, Appmsg, Appmsi, Appmsl, Appmsnn, Appmsny, Appndg, Appndn, Appnpa, Appnpg, Appnpi, Appnpl, Appnpn, Appnsa, Appnsd, Appnsg, Appnsi, Appnsl, Appnsn, Aspfdi, Aspfdn, Aspfpa, Aspfpg, Aspfpl, Aspfpn, Aspfsa, Aspfsd, Aspfsg, Aspfsi, Aspfsl, Aspfsn, Aspmdl, Aspmdn, Aspmpa, Aspmpd, Aspmpg, Aspmpl, Aspmpn, Aspmsa, Aspmsan, Aspmsd, Aspmsg, Aspmsi, Aspmsl, Aspmsnn, Aspnpa, Aspnpg, Aspnpi, Aspnpl, Aspnpn, Aspnsa, Aspnsg, Aspnsi, Aspnsl, Aspnsn, Cc, Cs, I, Mdc, Mdo, Mlc-pa, Mlc-pd, Mlc-pg, Mlc-pi, Mlc-pl, Mlc-pn, Mlcfda, Mlcfdg, Mlcfdi, Mlcfdl, Mlcfdn, Mlcfpa, Mlcfpd, Mlcfpg, Mlcfpi, Mlcfpl, Mlcfpn, Mlcmda, Mlcmdg, Mlcmdi, Mlcmdl, Mlcmdn, Mlcmpa, Mlcmpd, Mlcmpg, Mlcmpi, Mlcmpl, Mlcmpn, Mlcnda, Mlcndg, Mlcndi, Mlcndl, Mlcndn, Mlcnpa, Mlcnpg, Mlcnpi, Mlcnpl, Mlcnpn, Mlofpa, Mlofpd, Mlofpg, Mlofpi, Mlofpl, Mlofpn, Mlofsa, Mlofsd, Mlofsg, Mlofsi, Mlofsl, Mlofsn, Mlompa, Mlompg, Mlompi, Mlompl, Mlompn, Mlomsa, Mlomsd, Mlomsg, Mlomsi, Mlomsl, Mlomsn, Mlonda, Mlonpg, Mlonpl, Mlonpn, Mlonsa, Mlonsg, Mlonsi, Mlonsl, Mlonsn, Mlpfdl, Mlpfdn, Mlpfpa, Mlpfpg, Mlpfpi, Mlpfpl, Mlpfpn, Mlpfsa, Mlpfsd, Mlpfsg, Mlpfsi, Mlpfsl, Mlpfsn, Mlpmdl, Mlpmpa, Mlpmpd, Mlpmpg, Mlpmpi, Mlpmpl, Mlpmpn, Mlpmsa, Mlpmsan, Mlpmsay, Mlpmsd, Mlpmsg, Mlpmsi, Mlpmsl, Mlpmsn, Mlpmsnn, Mlpmsny, Mlpnpa, Mlpnpg, Mlpnpi, Mlpnpl, Mlpnpn, Mlpnsa, Mlpnsg, Mlpnsi, Mlpnsl, Mlpnsn, Mlsfpa, Mlsfsg, Mlsfsi, Mlsfsn, Mlsmpi, Mlsmsg, Mlsmsi, Mlsnsa, Mlsnsi, Mlsnsn, Mrc, Mro, Ncfda, Ncfdd, Ncfdg, Ncfdi, Ncfdl, Ncfdn, Ncfpa, Ncfpd, Ncfpg, Ncfpi, Ncfpl, Ncfpn, Ncfsa, Ncfsd, Ncfsg, Ncfsi, Ncfsl, Ncfsn, Ncmda, Ncmdd, Ncmdg, Ncmdi, Ncmdl, Ncmdn, Ncmpa, Ncmpd, Ncmpg, Ncmpi, Ncmpl, Ncmpn, Ncmsan, Ncmsay, Ncmsd, Ncmsg, Ncmsi, Ncmsl, Ncmsn, Ncnda, Ncndd, Ncndg, Ncndi, Ncndl, Ncndn, Ncnpa, Ncnpd, Ncnpg, Ncnpi, Ncnpl, Ncnpn, Ncnsa, Ncnsd, Ncnsg, Ncnsi, Ncnsl, Ncnsn, Npfpa, Npfpd, Npfpg, Npfpi, Npfpl, Npfpn, Npfsa, Npfsd, Npfsg, Npfsi, Npfsl, Npfsn, Npmda, Npmdg, Npmdn, Npmpa, Npmpd, Npmpg, Npmpi, Npmpl, Npmpn, Npmsan, Npmsay, Npmsd, Npmsg, Npmsi, Npmsl, Npmsn, Npnpn, Npnsa, Npnsd, Npnsg, Npnsi, Npnsl, Npnsn, Pd-fda, 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-mda, Pd-mdg, Pd-mdi, Pd-mdl, Pd-mdn, Pd-mpa, Pd-mpd, Pd-mpg, Pd-mpi, Pd-mpl, Pd-mpn, Pd-msa, Pd-msd, Pd-msg, Pd-msi, Pd-msl, Pd-msn, Pd-npa, Pd-npd, Pd-npg, Pd-npi, Pd-npl, Pd-npn, Pd-nsa, Pd-nsd, Pd-nsg, Pd-nsi, Pd-nsl, Pd-nsn, Pg-fda, Pg-fdg, Pg-fdi, Pg-fdl, Pg-fdn, Pg-fpa, Pg-fpd, Pg-fpg, Pg-fpi, Pg-fpl, Pg-fpn, Pg-fsa, Pg-fsd, Pg-fsg, Pg-fsi, Pg-fsl, Pg-fsn, Pg-mda, Pg-mdd, Pg-mdg, Pg-mdi, Pg-mdl, Pg-mdn, Pg-mpa, Pg-mpd, Pg-mpg, Pg-mpi, Pg-mpl, Pg-mpn, Pg-msa, (truncated: full list in pipeline meta)
morphologizer POS=PUNCT, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, POS=DET|PronType=Ind, Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Aspect=Perf|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part, POS=PRON|PronType=Prs|Reflex=Yes|Variant=Short, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, POS=SCONJ, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Variant=Short, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Gender=Fem|Number=Sing|POS=AUX|VerbForm=Part, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, POS=VERB|VerbForm=Inf, Mood=Cnd|POS=AUX|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Gen|POS=ADP, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, POS=CCONJ, Aspect=Perf|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, POS=PART, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|POS=ADP, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Ins|POS=ADP, Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Aspect=Perf|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Imp|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Degree=Pos|POS=ADV, Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Aspect=Perf|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|POS=VERB|VerbForm=Inf, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Int, Gender=Neut|Number=Sing|POS=AUX|VerbForm=Part, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Loc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Degree=Cmp|POS=ADV, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Degree=Sup|POS=ADV, Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|POS=ADP, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Acc|Gender=Fem|Number=Dual|POS=DET|PronType=Tot, Case=Acc|Gender=Fem|Number=Dual|POS=NOUN, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Ins|Gender=Masc|Number=Dual|POS=DET|PronType=Tot, Case=Ins|Degree=Pos|Gender=Masc|Number=Dual|POS=ADJ, Case=Ins|Gender=Masc|Number=Dual|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Loc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part, POS=AUX|VerbForm=Inf, Case=Loc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, POS=PART|Polarity=Neg, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Aspect=Imp|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Bound, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=2|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Loc|POS=PRON|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Fem|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Poss=Yes, 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|VerbForm=Part, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, NumForm=Digit|NumType=Card|POS=NUM, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Neg, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Aspect=Imp|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Case=Ins|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Ins|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Gender=Masc|Number=Plur|POS=AUX|VerbForm=Part, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part, Aspect=Imp|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, NumForm=Roman|NumType=Ord|POS=NUM, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Mood=Ind|Number=Dual|POS=AUX|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Gender=Fem|Number=Dual|POS=VERB|VerbForm=Part, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Acc|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, POS=X, POS=SYM, Case=Nom|Degree=Pos|Gender=Masc|Number=Dual|POS=ADJ, Case=Nom|Gender=Masc|Number=Dual|POS=NOUN, Aspect=Perf|Gender=Masc|Number=Dual|POS=VERB|VerbForm=Part, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Abbr=Yes|POS=X, Aspect=Perf|Mood=Ind|Number=Dual|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Dual|POS=AUX|VerbForm=Part, Case=Dat|POS=PRON|PronType=Prs|Reflex=Yes|Variant=Short, Aspect=Imp|Gender=Masc|Number=Dual|POS=VERB|VerbForm=Part, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part, 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Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin, Case=Nom|Degree=Pos|Gender=Fem|Number=Dual|POS=ADJ, Aspect=Imp|Gender=Neut|Number=Dual|POS=VERB|VerbForm=Part, Case=Dat|Gender=Masc|Number=Plur|POS=PROPN, Case=Ins|Gender=Neut|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Ins|Gender=Neut|Number=Dual|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Loc|Gender=Neut|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Nom|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Dual|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Dat|Number=Dual|POS=PRON|Person=1|PronType=Prs, Case=Loc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Number=Dual|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Dual|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Dual|POS=AUX|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, POS=DET|PronType=Dem, Case=Loc|Gender=Neut|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Dual|POS=DET|PronType=Tot, Case=Gen|Degree=Pos|Gender=Fem|Number=Dual|POS=ADJ, Case=Gen|Gender=Fem|Number=Dual|POS=NOUN, Case=Ins|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Dual|POS=DET|Person=1|Poss=Yes|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Mood=Ind|Number=Dual|POS=AUX|Person=1|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|Number[psor]=Dual|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Gender=Masc|Number=Dual|POS=PRON|Person=1|PronType=Prs, Case=Ins|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Masc|Number=Dual|POS=PROPN, (truncated: full list in pipeline meta)
parser ROOT, acl, advcl, advmod, amod, appos, aux, case, cc, cc:preconj, ccomp, conj, cop, csubj, dep, det, discourse, expl, fixed, flat, flat:foreign, flat:name, iobj, list, mark, nmod, nsubj, nummod, obj, obl, orphan, parataxis, punct, vocative, xcomp
ner DERIV_PER, LOC, MISC, ORG, PER

Accuracy

Type Score
TOKEN_ACC 99.81
TOKEN_P 99.81
TOKEN_R 99.57
TOKEN_F 99.69
TAG_ACC 92.49
POS_ACC 97.68
MORPH_ACC 92.78
MORPH_MICRO_P 95.99
MORPH_MICRO_R 95.72
MORPH_MICRO_F 95.86
SENTS_P 88.62
SENTS_R 90.96
SENTS_F 89.77
DEP_UAS 87.35
DEP_LAS 84.29
LEMMA_ACC 95.82
ENTS_P 77.11
ENTS_R 81.01
ENTS_F 79.01

Installation

pip install spacy
python -m spacy download sl_core_news_lg
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