Releases: explosion/spacy-models
sl_core_news_lg-3.7.0
Checksum .tar.gz:
97da5b2f438335f91238215e4abeed290ab2e24671e0385918eceb202ef40a89
Checksum .whl:0b91366de4a791058be730ef596f71c48ff328117f2ee94bafab595a57ab8603
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 | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
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, Toma啪; Krek, Simon) Training corpus SUK 1.0 (Arhar Holdt, 艩pela; Krek, Simon; Dobrovoljc, Kaja; Erjavec, Toma啪; Gantar, Polona; 膶ibej, Jaka; Pori, Eva; Ter膷on, Luka; Munda, Tina; 沤itnik, Slavko; Robida, Nejc; Blagus, Neli; Mo啪e, Sara; Ledinek, Nina; Holz, Nanika; Zupan, Katja; Kuzman, Taja; Kav膷i膷, Teja; 艩krjanec, Iza; Marko, Dafne; Jezer拧ek, 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=Par... |
ru_core_news_sm-3.7.0
Checksum .tar.gz:
f4bfa6e9af37f440652816148369d6b3594b6cf074e2f694eb44000c5a0eb086
Checksum .whl:4b1c291c9b8991b708dadbf1b59f0fdaf7e70ca25e94df7fd3d523c4d5049754
Details: https://spacy.io/models/ru#ru_core_news_sm
Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
Feature | Description |
---|---|
Name | ru_core_news_sm |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , attribute_ruler , lemmatizer , ner |
Components | tok2vec , morphologizer , parser , senter , attribute_ruler , lemmatizer , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | Nerus (Alexander Kukushkin) |
License | MIT |
Author | Explosion |
Model size | 14 MB |
Label Scheme
View label scheme (900 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|POS=NUM , Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , POS=ADP , Case=Gen|Gender=Fem|Number=Sing|POS=DET , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT , Degree=Pos|POS=ADV , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Foreign=Yes|POS=PROPN , Case=Loc|Gender=Fem|Number=Sing|POS=NUM , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN , POS=NUM , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , POS=DET , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=SCONJ , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Case=Acc|POS=NUM , Case=Ins|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=CCONJ , Case=Nom|POS=NUM , Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Masc|Number=Sing|POS=DET , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid , Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Degree=Pos|Number=Plur|POS=ADJ|StyleVariant=Short , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON , Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Perf|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Acc|Gender=Masc|POS=NUM , Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Mood=Cnd|POS=SCONJ , Case=Nom|Number=Plur|POS=PRON|Person=Third , POS=PART|Polarity=Neg , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Mid , Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , POS=SPACE , Case=Nom|Number=Plur|POS=DET , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Acc|Number=Plur|POS=PRON , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=INTJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Nom|Number=Plur|POS=PRON , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|StyleVariant=Short , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Gen|POS=PRON , Animacy=Inan|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Animacy=Inan|Case=Acc|Number=Plur|POS=DET , Case=Nom|POS=PRON , Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=ADJ , Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Case=Ins|Gender=Masc|Number=Sing|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Case=Nom|Number=Sing|POS=PRON|Person=First , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Mood=Cnd|POS=AUX , Case=Nom|Number=Plur|POS=PRON|Person=First , Case=Gen|Number=Plur|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Mid , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=DET , POS=PART , Case=Dat|Gender=Masc|Number=Sing|POS=DET , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Mid , `Aspect=Perf|Gend... |
ru_core_news_md-3.7.0
Checksum .tar.gz:
a539e8cd6e389a88a119d1208bc89a52c8fbb74a0efa2fc7a33e7402ea9cf4a0
Checksum .whl:a94b21e001c4f2cbe2f1e702785943dba83f2883d5a0a1ceac5363a2413082f8
Details: https://spacy.io/models/ru#ru_core_news_md
Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
Feature | Description |
---|---|
Name | ru_core_news_md |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , attribute_ruler , lemmatizer , ner |
Components | tok2vec , morphologizer , parser , senter , attribute_ruler , lemmatizer , ner |
Vectors | 500002 keys, 20000 unique vectors (300 dimensions) |
Sources | Nerus (Alexander Kukushkin) Navec (Alexander Kukushkin) |
License | MIT |
Author | Explosion |
Model size | 39 MB |
Label Scheme
View label scheme (900 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|POS=NUM , Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , POS=ADP , Case=Gen|Gender=Fem|Number=Sing|POS=DET , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT , Degree=Pos|POS=ADV , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Foreign=Yes|POS=PROPN , Case=Loc|Gender=Fem|Number=Sing|POS=NUM , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN , POS=NUM , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , POS=DET , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=SCONJ , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Case=Acc|POS=NUM , Case=Ins|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=CCONJ , Case=Nom|POS=NUM , Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Masc|Number=Sing|POS=DET , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid , Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Degree=Pos|Number=Plur|POS=ADJ|StyleVariant=Short , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON , Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Perf|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Acc|Gender=Masc|POS=NUM , Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Mood=Cnd|POS=SCONJ , Case=Nom|Number=Plur|POS=PRON|Person=Third , POS=PART|Polarity=Neg , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Mid , Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , POS=SPACE , Case=Nom|Number=Plur|POS=DET , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Acc|Number=Plur|POS=PRON , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=INTJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Nom|Number=Plur|POS=PRON , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|StyleVariant=Short , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Gen|POS=PRON , Animacy=Inan|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Animacy=Inan|Case=Acc|Number=Plur|POS=DET , Case=Nom|POS=PRON , Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=ADJ , Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Case=Ins|Gender=Masc|Number=Sing|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Case=Nom|Number=Sing|POS=PRON|Person=First , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Mood=Cnd|POS=AUX , Case=Nom|Number=Plur|POS=PRON|Person=First , Case=Gen|Number=Plur|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Mid , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=DET , POS=PART , Case=Dat|Gender=Masc|Number=Sing|POS=DET , `Aspect=Perf|Mood=Ind|Number=Plur... |
ru_core_news_lg-3.7.0
Checksum .tar.gz:
78a415fbefb69f0fbffa5935a7cd4c57a7b1b5fbc9ded5580415f4ed18a0160b
Checksum .whl:fffc0e466b2ec712fd580e351c9107af667118284c9456c2c856e24ce4d58f7b
Details: https://spacy.io/models/ru#ru_core_news_lg
Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
Feature | Description |
---|---|
Name | ru_core_news_lg |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , attribute_ruler , lemmatizer , ner |
Components | tok2vec , morphologizer , parser , senter , attribute_ruler , lemmatizer , ner |
Vectors | 500002 keys, 500002 unique vectors (300 dimensions) |
Sources | Nerus (Alexander Kukushkin) Navec (Alexander Kukushkin) |
License | MIT |
Author | Explosion |
Model size | 489 MB |
Label Scheme
View label scheme (900 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|POS=NUM , Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , POS=ADP , Case=Gen|Gender=Fem|Number=Sing|POS=DET , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT , Degree=Pos|POS=ADV , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Foreign=Yes|POS=PROPN , Case=Loc|Gender=Fem|Number=Sing|POS=NUM , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN , POS=NUM , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , POS=DET , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=SCONJ , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Case=Acc|POS=NUM , Case=Ins|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=CCONJ , Case=Nom|POS=NUM , Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Masc|Number=Sing|POS=DET , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid , Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Degree=Pos|Number=Plur|POS=ADJ|StyleVariant=Short , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON , Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Perf|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Acc|Gender=Masc|POS=NUM , Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Mood=Cnd|POS=SCONJ , Case=Nom|Number=Plur|POS=PRON|Person=Third , POS=PART|Polarity=Neg , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Mid , Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , POS=SPACE , Case=Nom|Number=Plur|POS=DET , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Acc|Number=Plur|POS=PRON , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=INTJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Nom|Number=Plur|POS=PRON , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|StyleVariant=Short , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Gen|POS=PRON , Animacy=Inan|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Animacy=Inan|Case=Acc|Number=Plur|POS=DET , Case=Nom|POS=PRON , Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=ADJ , Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Case=Ins|Gender=Masc|Number=Sing|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Case=Nom|Number=Sing|POS=PRON|Person=First , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Mood=Cnd|POS=AUX , Case=Nom|Number=Plur|POS=PRON|Person=First , Case=Gen|Number=Plur|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Mid , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=DET , POS=PART , Case=Dat|Gender=Masc|Number=Sing|POS=DET , `Aspect=Perf|Mood=Ind|Number=Plu... |
ro_core_news_sm-3.7.0
Checksum .tar.gz:
c78428eebd6c5ca1bd49ee130143cb6f3a6a5e115aa743b97562be666a876564
Checksum .whl:28cbf267ec1b7dda264258d084000d6a82f4c3a7efd7ba1823c38d15914a4fc2
Details: https://spacy.io/models/ro#ro_core_news_sm
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | ro_core_news_sm |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , tagger , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , tagger , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | UD Romanian RRT v2.8 (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) |
License | CC BY-SA 4.0 |
Author | Explosion |
Model size | 12 MB |
Label Scheme
View label scheme (540 labels for 3 components)
Component | Labels |
---|---|
tagger |
ARROW , Af , Afcfp-n , Afcfson , Afcfsrn , Afcmpoy , Afcms-n , Afp , Afp-p-n , Afp-poy , Afp-srn , 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 , Ds3---sy , 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-p-d , Mc-p-l , Mc-s-b , Mc-s-d , Mc-s-l , Mcfp-l , Mcfp-ln , Mcfprln , Mcfprly , Mcfsoln , Mcfsrl , Mcfsrln , Mcfsrly , Mcmp-l , Mcms-ln , Mcmsrl , Mcmsrln , 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--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 , Pp3-so--------s , 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 , 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 , 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 , Vag-------y , 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 , Vmsp2p , Vmsp2s , Vmsp3 , Vmsp3-----y , X , Y , Ya , Yn , Ynfsoy , Ynfsry , Ynmsoy , Ynmsry , Yp , Yp,Yn , Yp-sr , Yr , _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:tmod , nsubj , nsubj:pass , nummod , obj , obl , obl:agent , obl:pmod , 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 |
---|---|
TOKEN_ACC |
99.80 |
TOKEN_P |
99.67 |
TOKEN_R |
99.57 |
TOKEN_F |
99.59 |
TAG_ACC |
95.58 |
SENTS_P |
96.01 |
SENTS_R |
96.01 |
SENTS_F |
96.01 |
DEP_UAS |
87.15 |
DEP_LAS |
81.29 |
LEMMA_ACC |
95.05 |
POS_ACC |
92.83 |
MORPH_ACC |
94.05 |
MORPH_MICRO_P |
98.20 |
MORPH_MICRO_R |
95.20 |
MORPH_MICRO_F |
96.43 |
ENTS_P |
72.33 |
ENTS_R |
70.38 |
ENTS_F |
71.34 |
Installation
pip install spacy
python -m spacy download ro_core_news_sm
ro_core_news_md-3.7.0
Checksum .tar.gz:
c69fd7918f5551475c4eab94c25456c35addce08ae92e11c22353ab1150d874b
Checksum .whl:c832c0e8971b5cfa23542de8d956a306bec2c4d4644f1ccd9a93c760a1a4b96d
Details: https://spacy.io/models/ro#ro_core_news_md
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | ro_core_news_md |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , tagger , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , tagger , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
Sources | UD Romanian RRT v2.8 (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) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-SA 4.0 |
Author | Explosion |
Model size | 40 MB |
Label Scheme
View label scheme (540 labels for 3 components)
Component | Labels |
---|---|
tagger |
ARROW , Af , Afcfp-n , Afcfson , Afcfsrn , Afcmpoy , Afcms-n , Afp , Afp-p-n , Afp-poy , Afp-srn , 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 , Ds3---sy , 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-p-d , Mc-p-l , Mc-s-b , Mc-s-d , Mc-s-l , Mcfp-l , Mcfp-ln , Mcfprln , Mcfprly , Mcfsoln , Mcfsrl , Mcfsrln , Mcfsrly , Mcmp-l , Mcms-ln , Mcmsrl , Mcmsrln , 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--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 , Pp3-so--------s , 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 , 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 , 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 , Vag-------y , 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 , Vmsp2p , Vmsp2s , Vmsp3 , Vmsp3-----y , X , Y , Ya , Yn , Ynfsoy , Ynfsry , Ynmsoy , Ynmsry , Yp , Yp,Yn , Yp-sr , Yr , _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:tmod , nsubj , nsubj:pass , nummod , obj , obl , obl:agent , obl:pmod , 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 |
---|---|
TOKEN_ACC |
99.80 |
TOKEN_P |
99.67 |
TOKEN_R |
99.57 |
TOKEN_F |
99.59 |
TAG_ACC |
96.29 |
SENTS_P |
96.14 |
SENTS_R |
96.01 |
SENTS_F |
96.07 |
DEP_UAS |
88.56 |
DEP_LAS |
83.41 |
LEMMA_ACC |
95.32 |
POS_ACC |
93.68 |
MORPH_ACC |
94.78 |
MORPH_MICRO_P |
98.74 |
MORPH_MICRO_R |
95.62 |
MORPH_MICRO_F |
96.89 |
ENTS_P |
74.87 |
ENTS_R |
76.22 |
ENTS_F |
75.54 |
Installation
pip install spacy
python -m spacy download ro_core_news_md
ro_core_news_lg-3.7.0
Checksum .tar.gz:
b2d0217266f537d62612e6b54b3f4c17491eebeeb969ba8d00c8412a1bec85f8
Checksum .whl:191d459f38d24a267159eb8c87bb67c8a8c09ccb7ad5e31f847b91dd78abaf92
Details: https://spacy.io/models/ro#ro_core_news_lg
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | ro_core_news_lg |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , tagger , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , tagger , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
Sources | UD Romanian RRT v2.8 (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) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-SA 4.0 |
Author | Explosion |
Model size | 542 MB |
Label Scheme
View label scheme (540 labels for 3 components)
Component | Labels |
---|---|
tagger |
ARROW , Af , Afcfp-n , Afcfson , Afcfsrn , Afcmpoy , Afcms-n , Afp , Afp-p-n , Afp-poy , Afp-srn , 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 , Ds3---sy , 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-p-d , Mc-p-l , Mc-s-b , Mc-s-d , Mc-s-l , Mcfp-l , Mcfp-ln , Mcfprln , Mcfprly , Mcfsoln , Mcfsrl , Mcfsrln , Mcfsrly , Mcmp-l , Mcms-ln , Mcmsrl , Mcmsrln , 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--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 , Pp3-so--------s , 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 , 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 , 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 , Vag-------y , 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 , Vmsp2p , Vmsp2s , Vmsp3 , Vmsp3-----y , X , Y , Ya , Yn , Ynfsoy , Ynfsry , Ynmsoy , Ynmsry , Yp , Yp,Yn , Yp-sr , Yr , _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:tmod , nsubj , nsubj:pass , nummod , obj , obl , obl:agent , obl:pmod , 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 |
---|---|
TOKEN_ACC |
99.80 |
TOKEN_P |
99.67 |
TOKEN_R |
99.57 |
TOKEN_F |
99.59 |
TAG_ACC |
96.57 |
SENTS_P |
97.32 |
SENTS_R |
96.68 |
SENTS_F |
97.00 |
DEP_UAS |
88.76 |
DEP_LAS |
83.59 |
LEMMA_ACC |
95.76 |
POS_ACC |
93.95 |
MORPH_ACC |
95.00 |
MORPH_MICRO_P |
99.05 |
MORPH_MICRO_R |
95.76 |
MORPH_MICRO_F |
97.04 |
ENTS_P |
75.03 |
ENTS_R |
77.22 |
ENTS_F |
76.11 |
Installation
pip install spacy
python -m spacy download ro_core_news_lg
pt_core_news_sm-3.7.0
Checksum .tar.gz:
b86d2fcb022bbe1dffa8692852c9094591e93d0299b65c5bdf92f7940ae2c47c
Checksum .whl:a3a8eed42c600af17c70ed3c8720ffe2879b5353055e66fe0c998306329052fd
Details: https://spacy.io/models/pt#pt_core_news_sm
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | pt_core_news_sm |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cl谩udia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mare膷ek, David; Silveira, Natalia; Martins, Andr茅) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) |
License | CC BY-SA 4.0 |
Author | Explosion |
Model size | 12 MB |
Label Scheme
View label scheme (590 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=NOUN , Gender=Masc|Number=Sing|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=PROPN , Number=Sing|POS=PROPN , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=NOUN , Definite=Def|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=NOUN , Gender=Fem|Number=Sing|POS=ADJ , POS=PUNCT , NumType=Card|POS=NUM , POS=ADV , Gender=Fem|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=NOUN , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PROPN , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part , POS=ADP , POS=PRON|PronType=Rel , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=SCONJ , POS=VERB|VerbForm=Inf , Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Plur|POS=ADJ , POS=CCONJ , Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=ADV|Polarity=Neg , Gender=Masc|Number=Sing|POS=DET|PronType=Art , POS=X , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Tot , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Sing|POS=CCONJ , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part , Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Plur|POS=NOUN , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , POS=AUX|VerbForm=Inf , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=ADP|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , POS=VERB|VerbForm=Ger , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Gender=Masc|Number=Plur|POS=PROPN , Number=Plur|POS=AUX|Person=3|VerbForm=Inf , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art , POS=VERB|VerbForm=Part , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=DET|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , NumType=Ord|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Number=Plur|POS=ADJ , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part , Gender=Masc|NumType=Mult|Number=Sing|POS=NUM , Number=Sing|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Tot , Gender=Masc|Number=Sing|POS=PROPN|PronType=Art , Gender=Fem|Number=Sing|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=VERB|Person=3|VerbForm=Inf , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin , POS=AUX|VerbForm=Part , POS=SPACE , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Number=Sing|POS=PRON|PronType=Rel , Number=Sing|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Masc|NumType=Frac|Number=Sing|POS=NUM , Gender=Masc|Number=Sing|POS=DET|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , `Mood=Ind|Number=Plur|PO... |
pt_core_news_md-3.7.0
Checksum .tar.gz:
feb48716184525f288b8e98a7694e122295fc2e769ee4536260868adc6ebef7e
Checksum .whl:8114b18aad511452f3c4682fbbedd440f453f8bd3de20ce7bf8a1ca6543a0315
Details: https://spacy.io/models/pt#pt_core_news_md
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | pt_core_news_md |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cl谩udia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mare膷ek, David; Silveira, Natalia; Martins, Andr茅) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-SA 4.0 |
Author | Explosion |
Model size | 40 MB |
Label Scheme
View label scheme (590 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=NOUN , Gender=Masc|Number=Sing|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=PROPN , Number=Sing|POS=PROPN , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=NOUN , Definite=Def|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=NOUN , Gender=Fem|Number=Sing|POS=ADJ , POS=PUNCT , NumType=Card|POS=NUM , POS=ADV , Gender=Fem|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=NOUN , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PROPN , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part , POS=ADP , POS=PRON|PronType=Rel , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=SCONJ , POS=VERB|VerbForm=Inf , Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Plur|POS=ADJ , POS=CCONJ , Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=ADV|Polarity=Neg , Gender=Masc|Number=Sing|POS=DET|PronType=Art , POS=X , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Tot , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Sing|POS=CCONJ , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part , Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Plur|POS=NOUN , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , POS=AUX|VerbForm=Inf , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=ADP|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , POS=VERB|VerbForm=Ger , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Gender=Masc|Number=Plur|POS=PROPN , Number=Plur|POS=AUX|Person=3|VerbForm=Inf , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art , POS=VERB|VerbForm=Part , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=DET|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , NumType=Ord|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Number=Plur|POS=ADJ , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part , Gender=Masc|NumType=Mult|Number=Sing|POS=NUM , Number=Sing|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Tot , Gender=Masc|Number=Sing|POS=PROPN|PronType=Art , Gender=Fem|Number=Sing|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=VERB|Person=3|VerbForm=Inf , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin , POS=AUX|VerbForm=Part , POS=SPACE , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Number=Sing|POS=PRON|PronType=Rel , Number=Sing|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Masc|NumType=Frac|Number=Sing|POS=NUM , `Gender=Masc|Number=Sing|POS=DE... |
pt_core_news_lg-3.7.0
Checksum .tar.gz:
bee7e0441faa6d12dec0f9e4bd81de21ded494a0b635b09c769a346ef283a0c6
Checksum .whl:4eed7801647c39ced078eb325d0ff8eb2ea5d4945501b8ee898dced85c686717
Details: https://spacy.io/models/pt#pt_core_news_lg
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | pt_core_news_lg |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cl谩udia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mare膷ek, David; Silveira, Natalia; Martins, Andr茅) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-SA 4.0 |
Author | Explosion |
Model size | 541 MB |
Label Scheme
View label scheme (590 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=NOUN , Gender=Masc|Number=Sing|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=PROPN , Number=Sing|POS=PROPN , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=NOUN , Definite=Def|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=NOUN , Gender=Fem|Number=Sing|POS=ADJ , POS=PUNCT , NumType=Card|POS=NUM , POS=ADV , Gender=Fem|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=NOUN , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PROPN , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part , POS=ADP , POS=PRON|PronType=Rel , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=SCONJ , POS=VERB|VerbForm=Inf , Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Plur|POS=ADJ , POS=CCONJ , Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=ADV|Polarity=Neg , Gender=Masc|Number=Sing|POS=DET|PronType=Art , POS=X , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Tot , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Sing|POS=CCONJ , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part , Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Plur|POS=NOUN , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , POS=AUX|VerbForm=Inf , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=ADP|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , POS=VERB|VerbForm=Ger , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Gender=Masc|Number=Plur|POS=PROPN , Number=Plur|POS=AUX|Person=3|VerbForm=Inf , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art , POS=VERB|VerbForm=Part , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=DET|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , NumType=Ord|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Number=Plur|POS=ADJ , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part , Gender=Masc|NumType=Mult|Number=Sing|POS=NUM , Number=Sing|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Tot , Gender=Masc|Number=Sing|POS=PROPN|PronType=Art , Gender=Fem|Number=Sing|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=VERB|Person=3|VerbForm=Inf , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin , POS=AUX|VerbForm=Part , POS=SPACE , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Number=Sing|POS=PRON|PronType=Rel , Number=Sing|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Masc|NumType=Frac|Number=Sing|POS=NUM , `Gender=Masc|Number=Sing|POS=... |