| { |
| "lang":"fa", |
| "name":"core_news_sm", |
| "version":"3.8.0", |
| "description":"Persian pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, trainable_lemmatizer, parser, ner. Entity labels: PER, LOC, ORG, DAT, MON, TIM, PCT.", |
| "author":"Kiyarash Fazeli", |
| "email":"kiyarash@nlogn.ir", |
| "url":"https://github.com/Fazel94/spacy-persian", |
| "license":"CC BY-SA 4.0", |
| "spacy_version":">=3.8.14,<3.9.0", |
| "spacy_git_version":"0069cf9", |
| "vectors":{ |
| "width":0, |
| "vectors":0, |
| "keys":0, |
| "name":null |
| }, |
| "labels":{ |
| "tok2vec":[ |
|
|
| ], |
| "tagger":[ |
| "ADJ_AJCM", |
| "ADJ_AJCM_AUX", |
| "ADJ_AJCM_AUX_PUNC", |
| "ADJ_AJP", |
| "ADJ_AJP_AUX", |
| "ADJ_AJP_AUX_PUNC", |
| "ADJ_AJP_AUX_PUNC_PUNC", |
| "ADJ_AJP_PR_JOPER", |
| "ADJ_AJP_PR_JOPER_AUX_PUNC", |
| "ADJ_AJP_PR_JOPER_PUNC", |
| "ADJ_AJSUP", |
| "ADR_POSADR", |
| "ADR_PRADR", |
| "ADV_SADV", |
| "AUX", |
| "AUX_PASS", |
| "AUX_SUBR", |
| "CONJ", |
| "IDEN", |
| "N_ANM", |
| "N_ANM_ADR_POSADR", |
| "N_ANM_ADR_POSADR_PUNC", |
| "N_ANM_AUX", |
| "N_ANM_AUX_PUNC", |
| "N_ANM_AUX_PUNC_PUNC", |
| "N_ANM_PR_JOPER", |
| "N_ANM_PR_JOPER_PUNC", |
| "N_ANM_V_ACT", |
| "N_IANM", |
| "N_IANM_AUX", |
| "N_IANM_AUX_PUNC", |
| "N_IANM_PR_JOPER", |
| "N_IANM_PR_JOPER_PUNC", |
| "N_IANM_PR_SEPER", |
| "PART", |
| "POSNUM", |
| "POSTP", |
| "PREM_AMBAJ", |
| "PREM_AMBAJ_N_IANM", |
| "PREM_DEMAJ", |
| "PREM_DEMAJ_N_IANM", |
| "PREM_EXAJ", |
| "PREM_QUAJ", |
| "PRENUM", |
| "PREP", |
| "PREP_N_IANM", |
| "PREP_PREM_AMBAJ", |
| "PREP_PREM_DEMAJ", |
| "PREP_PR_DEMON", |
| "PREP_PR_JOPER", |
| "PREP_PR_JOPER_PUNC", |
| "PREP_PR_SEPER", |
| "PR_CREFX", |
| "PR_CREFX_AUX_PUNC", |
| "PR_CREFX_PR_JOPER", |
| "PR_DEMON", |
| "PR_DEMON_AUX", |
| "PR_DEMON_AUX_PUNC", |
| "PR_DEMON_CONJ", |
| "PR_DEMON_SUBR", |
| "PR_INTG", |
| "PR_INTG_AUX", |
| "PR_INTG_AUX_PUNC", |
| "PR_JOPER", |
| "PR_JOPER_PART", |
| "PR_JOPER_POSTP", |
| "PR_RECPR", |
| "PR_SEPER", |
| "PR_SEPER_AUX", |
| "PR_SEPER_AUX_PUNC", |
| "PR_SEPER_AUX_PUNC_PUNC", |
| "PR_SEPER_POSTP", |
| "PR_SEPER_POSTP_PUNC", |
| "PR_SEPER_PR_JOPER", |
| "PR_UCREFX", |
| "PR_UCREFX_PR_JOPER", |
| "PR_UCREFX_PR_JOPER_PUNC", |
| "PSUS", |
| "PSUS_ADR_POSADR_PUNC", |
| "PSUS_PR_JOPER", |
| "PSUS_PR_JOPER_PUNC", |
| "PUNC", |
| "SUBR", |
| "SUBR_SUBR", |
| "V_ACT", |
| "V_ACT_PR_JOPER", |
| "V_ACT_PR_JOPER_PUNC", |
| "V_MODL", |
| "V_MODL_PR_SEPER", |
| "V_PASS" |
| ], |
| "morphologizer":[ |
| "POS=ADP", |
| "Number=Sing|POS=NOUN", |
| "POS=DET|PronType=Dem", |
| "POS=ADJ", |
| "POS=CCONJ", |
| "POS=PUNCT", |
| "Number=Plur|POS=NOUN", |
| "Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Act", |
| "Number=Sing|POS=PROPN", |
| "POS=PROPN", |
| "Number=Plur|POS=VERB|Person=3|Tense=Past|Voice=Act", |
| "Number=Sing|POS=PRON", |
| "POS=INTJ", |
| "POS=PRON", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "POS=NUM", |
| "POS=ADV", |
| "Number=Plur|POS=VERB|Person=3|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=NOUN|Person=3|PronType=Prs", |
| "POS=SCONJ", |
| "Number=Sing|POS=PROPN|Person=3", |
| "Number=Sing|POS=PRON|Person=3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Part|Voice=Pass", |
| "Number=Sing|POS=VERB|Person=3|VerbForm=Part|Voice=Pass", |
| "Number=Sing|POS=AUX|Person=3", |
| "Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass", |
| "Number=Sing|POS=VERB|Person=3|Tense=Pres", |
| "Number=Plur|POS=VERB|Person=3|VerbForm=Part|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Tense=Past", |
| "Number=Sing|POS=AUX|Person=3|Tense=Pres", |
| "Number=Plur|POS=PRON|Person=3|PronType=Prs", |
| "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
| "Number=Plur|POS=VERB|Person=3|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|VerbForm=Part|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Part|Voice=Act", |
| "Number=Sing|POS=NUM", |
| "Number=Plur|POS=PROPN", |
| "Number=Sing|POS=VERB|Person=3|Voice=Act", |
| "Number=Plur,Sing|POS=NOUN|Person=1|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=1|Tense=Past|Voice=Act", |
| "Number=Plur|POS=VERB|Person=1|Voice=Act", |
| "Number=Sing|POS=PRON|Person=1|PronType=Prs", |
| "Number=Sing|POS=NOUN|Person=1|PronType=Prs", |
| "Number=Sing|POS=AUX|Person=3|Polarity=Neg", |
| "Number=Sing|POS=PRON|Person=2|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=2|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3", |
| "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "POS=DET", |
| "Number=Sing|POS=NOUN|Typo=Yes", |
| "POS=X", |
| "Number=Sing|POS=AUX|Person=3|Tense=Past", |
| "POS=ADP|PronType=Dem", |
| "Number=Plur|POS=VERB|Person=3", |
| "POS=AUX", |
| "Number=Plur|POS=AUX|Person=3", |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", |
| "Number=Plur|POS=VERB|Person=1|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|VerbForm=Part|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=1|Polarity=Neg|VerbForm=Part|Voice=Act", |
| "Number=Sing|POS=VERB|Person=1", |
| "Number=Sing|POS=VERB|Person=1|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=VERB|Person=1|Voice=Act", |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", |
| "POS=PART", |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
| "Number=Plur|POS=PRON|Person=1|PronType=Prs", |
| "Number=Plur|POS=PRON", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|VerbForm=Part|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=VERB|Person=1|Polarity=Neg|Voice=Act", |
| "Mood=Imp|Number=Plur|POS=VERB|Person=2|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Sing|POS=VERB|Person=1|VerbForm=Part|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Past|VerbForm=Part|Voice=Act", |
| "POS=VERB|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=VERB|Person=1|Tense=Past|Voice=Act", |
| "Number=Sing|POS=VERB|Person=1|Polarity=Neg|VerbForm=Part|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|Voice=Act", |
| "Number=Plur|POS=VERB|Person=2|Polarity=Neg|Tense=Past|Voice=Act", |
| "Number=Plur|POS=VERB|Person=2|Tense=Past|Voice=Act", |
| "Number=Plur,Sing|POS=NOUN|Person=3|PronType=Prs", |
| "Number=Plur|POS=VERB|Person=1|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
| "Number=Plur|POS=AUX|Person=3|Tense=Past", |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Polarity=Neg|Tense=Fut|VerbForm=Fin", |
| "Number=Plur|POS=VERB|Person=1|VerbForm=Part|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg", |
| "Number=Sing|POS=AUX|Person=1|Tense=Past", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Past|Voice=Act", |
| "POS=DET|PronType=Int", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|VerbForm=Part|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|Tense=Past|Voice=Act", |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", |
| "Number=Sing|POS=VERB|Person=1|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=VERB|Person=1", |
| "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", |
| "POS=VERB|Polarity=Neg", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Voice=Act", |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Fut|VerbForm=Fin", |
| "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
| "POS=VERB|Polarity=Neg|Tense=Pres|Voice=Act", |
| "POS=NOUN", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "POS=AUX|Polarity=Neg", |
| "Number=Sing|POS=VERB|Person=2|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=AUX|Person=3|Polarity=Neg", |
| "POS=VERB|Tense=Pres", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Past|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg", |
| "Number=Sing|POS=VERB|Person=2|Tense=Past|Voice=Act", |
| "Number=Plur|POS=VERB|Person=2|Voice=Act", |
| "Number=Plur,Sing|POS=AUX|Person=3|PronType=Prs", |
| "Number=Plur|POS=AUX|Person=2|Polarity=Neg", |
| "Number=Sing|POS=ADJ|Person=3|PronType=Prs", |
| "Number=Plur|POS=ADJ|Person=3|PronType=Prs", |
| "Number=Plur|POS=PRON|Person=2|PronType=Prs", |
| "Number=Plur|POS=VERB|Person=1|Polarity=Neg|Tense=Past|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Past", |
| "Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Pres", |
| "Number=Sing|POS=VERB|Person=1|Polarity=Neg|Tense=Past|Voice=Act", |
| "Number=Plur|POS=AUX|Person=1", |
| "Number=Sing|POS=VERB|Person=2", |
| "Number=Sing|POS=NOUN|Person=3", |
| "Number=Plur|POS=VERB|Person=2|VerbForm=Part|Voice=Act", |
| "Mood=Imp|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Plur|POS=VERB|Person=2|Tense=Pres|Voice=Act", |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Neg|Tense=Fut|VerbForm=Fin", |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", |
| "Number=Plur,Sing|POS=VERB|Person=3", |
| "Number=Plur|POS=ADJ|Person=2|PronType=Prs", |
| "Number=Sing|POS=AUX|Person=3|Voice=Act", |
| "Number=Sing|POS=ADJ|Person=1|PronType=Prs", |
| "POS=VERB", |
| "Number=Sing|POS=NOUN|Person=2|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=1|Polarity=Neg", |
| "Number=Plur|POS=NOUN|Person=3|PronType=Prs", |
| "Number=Sing|POS=AUX|Person=1|Voice=Act", |
| "Number=Sing|POS=VERB|Person=2|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=AUX|Person=2", |
| "Number=Sing|POS=AUX|Person=2", |
| "Number=Sing|POS=VERB|Person=1|Polarity=Neg|Voice=Act", |
| "Number=Sing|POS=VERB|Person=2|Polarity=Neg|VerbForm=Part|Voice=Act", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=2|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Plur|POS=NOUN|Person=1|PronType=Prs", |
| "Number=Plur|POS=AUX|Person=1|Tense=Past", |
| "Number=Plur|POS=ADJ|Person=1|PronType=Prs", |
| "Number=Sing|POS=ADP", |
| "Number=Sing|POS=PROPN|Person=1|PronType=Prs", |
| "Number=Plur|POS=VERB|Person=2|Polarity=Neg|Voice=Act", |
| "Number=Plur,Sing|POS=AUX|Person=3", |
| "Number=Sing|POS=PUNCT|Person=3", |
| "Number=Sing|POS=ADJ|Person=3", |
| "Number=Plur,Sing|POS=NOUN|Person=2|PronType=Prs", |
| "Number=Sing|POS=PRON|Person=3", |
| "Number=Sing|POS=AUX|Person=2,3|PronType=Prs", |
| "Number=Sing|POS=ADJ|Person=2|PronType=Prs", |
| "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", |
| "Number=Plur|POS=NOUN|Person=2|PronType=Prs", |
| "Number=Sing|POS=NOUN|PronType=Dem", |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Neg|Tense=Fut|VerbForm=Fin", |
| "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin", |
| "Number=Plur,Sing|POS=NOUN|Person=3", |
| "Number=Plur|POS=VERB|Person=2", |
| "Mood=Ind|Number=Plur|POS=AUX|Person=2|Polarity=Neg|Tense=Fut|VerbForm=Fin", |
| "Number=Plur|POS=AUX|Person=2|Voice=Act", |
| "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin", |
| "Number=Plur|POS=AUX|Person=3|Voice=Act", |
| "Number=Plur|POS=VERB|Person=2|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=INTJ|Person=1|PronType=Prs", |
| "Number=Plur|POS=AUX|Person=1|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Tense=Past", |
| "Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|Voice=Act", |
| "Number=Sing|POS=AUX|Person=1", |
| "Number=Sing|POS=PUNCT|Person=1|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=2|Polarity=Neg|Voice=Act", |
| "Number=Sing|POS=AUX|Person=1|Polarity=Neg", |
| "Number=Sing|POS=PUNCT|Person=3|PronType=Prs", |
| "Number=Sing|POS=PRON|Person=1,3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=2|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=2|VerbForm=Part|Voice=Act", |
| "POS=DET|PronType=Exc", |
| "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|Voice=Act", |
| "Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass", |
| "Number=Plur,Sing|POS=PRON|Person=2,3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=3|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=2|Polarity=Neg|VerbForm=Part|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Tense=Pres", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|VerbForm=Part|Voice=Pass", |
| "Number=Sing|POS=AUX|Person=2|Polarity=Neg", |
| "Number=Plur,Sing|POS=PUNCT|Person=1,3|PronType=Prs", |
| "Number=Plur,Sing|POS=PRON|Person=1,3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=PROPN|Person=2|PronType=Prs", |
| "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", |
| "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", |
| "Number=Sing|POS=PUNCT|Person=2|PronType=Prs", |
| "Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|VerbForm=Part|Voice=Pass", |
| "Number=Plur|POS=PUNCT|Person=3", |
| "Number=Plur,Sing|POS=PROPN|Person=2|PronType=Prs", |
| "Number=Plur,Sing|POS=VERB|Person=1", |
| "Number=Plur,Sing|POS=PUNCT|Person=1|PronType=Prs", |
| "Number=Plur,Sing|POS=PRON|Person=3|PronType=Prs", |
| "Number=Sing|POS=AUX|Person=2|Tense=Past", |
| "Number=Plur,Sing|POS=PROPN|Person=1|PronType=Prs", |
| "Number=Plur|POS=PRON|Person=1,2|PronType=Prs", |
| "Number=Sing|POS=AUX|Person=3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres", |
| "Number=Sing|POS=VERB|Person=1,2|Polarity=Neg|PronType=Prs|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=ADJ|Person=3", |
| "Number=Plur|POS=VERB|Person=3|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=1|Tense=Pres|Voice=Pass", |
| "Number=Sing|POS=AUX|Person=2|Voice=Act", |
| "Number=Plur|POS=VERB|Person=1|Tense=Pres", |
| "Number=Plur,Sing|POS=VERB|Person=2", |
| "Number=Sing|POS=VERB|Person=1|PronType=Prs", |
| "Number=Plur,Sing|POS=VERB|Person=1|PronType=Prs", |
| "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Sing|POS=VERB|Person=1,3|PronType=Prs", |
| "Number=Plur|POS=AUX|Person=2|Tense=Past", |
| "Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=2|Polarity=Neg", |
| "Number=Sing|POS=VERB|Person=2|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=1|Polarity=Neg|Tense=Past", |
| "Number=Plur|POS=VERB|Person=2|Tense=Past|Voice=Pass", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Voice=Pass", |
| "Number=Sing|POS=VERB|Person=3|PronType=Prs", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Mood=Imp|Number=Plur|POS=VERB|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Plur|POS=AUX|Person=1|Polarity=Neg", |
| "Number=Sing|POS=VERB|Voice=Act", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|Voice=Pass", |
| "Number=Sing|POS=VERB|Person=1|Tense=Past", |
| "Number=Plur,Sing|POS=PRON|Person=2|PronType=Prs", |
| "Number=Sing|POS=VERB|Polarity=Neg|Tense=Pres|Voice=Act", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Sing|POS=VERB|Person=2|Polarity=Neg|Tense=Past|Voice=Act", |
| "Number=Plur|POS=VERB|Person=2|Tense=Pres", |
| "Number=Sing|POS=ADP|Person=1|PronType=Prs", |
| "POS=VERB|Tense=Past|Voice=Act", |
| "Number=Sing|POS=PUNCT", |
| "Number=Sing|POS=PRON|Person=2,3|PronType=Prs", |
| "Number=Plur|POS=NUM", |
| "Number=Sing|POS=PROPN|Person=3|PronType=Prs", |
| "Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs", |
| "Number=Plur|POS=AUX|Person=1|PronType=Prs", |
| "Number=Plur|POS=VERB|Person=3|Tense=Pres|Voice=Pass", |
| "Number=Plur,Sing|POS=AUX|Person=1,3|PronType=Prs", |
| "Number=Plur,Sing|POS=PUNCT|Person=3|PronType=Prs", |
| "Number=Sing|POS=ADP|Person=3|PronType=Prs", |
| "Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|Voice=Act", |
| "Number=Sing|POS=AUX", |
| "Number=Sing|POS=AUX|Polarity=Neg", |
| "Number=Sing|POS=PRON|Person=2", |
| "Number=Plur,Sing|POS=AUX|Person=2,3|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=3|PronType=Prs|Voice=Act", |
| "Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Voice=Act", |
| "Number=Plur|POS=ADJ|Person=2", |
| "Number=Sing|POS=NOUN|Person=1", |
| "POS=VERB|Tense=Past", |
| "Number=Plur|POS=PUNCT|Person=1|PronType=Prs", |
| "Mood=Imp|Number=Plur|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "Number=Plur,Sing|POS=PUNCT|Person=2|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=2|Tense=Pres", |
| "Number=Plur|POS=AUX|Person=3|Tense=Pres", |
| "Mood=Ind|Number=Sing|POS=AUX|Person=2|Polarity=Neg|Tense=Fut|VerbForm=Fin", |
| "Number=Plur|POS=VERB|Person=1|Polarity=Neg", |
| "Number=Sing|POS=AUX|Person=2|Tense=Pres", |
| "POS=VERB|Voice=Pass", |
| "Mood=Imp|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Past|VerbForm=Fin|Voice=Act", |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", |
| "POS=VERB|Polarity=Neg|Tense=Pres", |
| "Number=Sing|POS=SCONJ", |
| "Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Past", |
| "Number=Sing|POS=VERB|Person=1|VerbForm=Part|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=2,3|PronType=Prs", |
| "Number=Sing|POS=ADJ|Person=1", |
| "Number=Plur|POS=PRON|Person=2,3|PronType=Prs", |
| "Number=Sing|POS=VERB|Tense=Past|Voice=Act", |
| "Number=Plur|POS=PROPN|Person=1|PronType=Prs", |
| "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", |
| "Number=Plur|POS=VERB|Person=1,2|PronType=Prs", |
| "Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Voice=Act", |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin", |
| "Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs", |
| "Number=Plur,Sing|POS=PRON|Person=3", |
| "Number=Plur|POS=VERB|Person=3|Polarity=Neg|Tense=Pres", |
| "Number=Sing|POS=PRON|Person=1,2|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Past|VerbForm=Part|Voice=Pass", |
| "Number=Plur|POS=PROPN|Person=2|PronType=Prs", |
| "Number=Sing|POS=VERB|Person=1,2|PronType=Prs", |
| "Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|Voice=Act", |
| "Number=Plur|POS=VERB|Person=1|Voice=Pass", |
| "Number=Plur|POS=VERB|Person=2|Voice=Pass", |
| "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", |
| "Number=Plur|POS=VERB|Person=1|Tense=Past" |
| ], |
| "parser":[ |
| "ROOT", |
| "acl", |
| "advcl", |
| "advmod", |
| "amod", |
| "appos", |
| "aux", |
| "case", |
| "cc", |
| "ccomp", |
| "compound", |
| "compound:lvc", |
| "conj", |
| "cop", |
| "csubj", |
| "dep", |
| "det", |
| "fixed", |
| "flat:name", |
| "flat:num", |
| "mark", |
| "nmod", |
| "nsubj", |
| "nsubj:pass", |
| "nummod", |
| "obj", |
| "obl", |
| "obl:arg", |
| "parataxis", |
| "punct", |
| "vocative", |
| "xcomp" |
| ], |
| "ner":[ |
| "DAT", |
| "LOC", |
| "MON", |
| "ORG", |
| "PCT", |
| "PER", |
| "TIM" |
| ] |
| }, |
| "pipeline":[ |
| "tok2vec", |
| "tagger", |
| "morphologizer", |
| "trainable_lemmatizer", |
| "parser", |
| "ner" |
| ], |
| "components":[ |
| "tok2vec", |
| "tagger", |
| "morphologizer", |
| "trainable_lemmatizer", |
| "parser", |
| "ner" |
| ], |
| "disabled":[ |
|
|
| ], |
| "performance":{ |
| "tag_acc":0.9595584377, |
| "pos_acc":0.9623659299, |
| "morph_acc":0.9629100984, |
| "lemma_acc":0.9790824766, |
| "dep_uas":0.8969107789, |
| "dep_las":0.8515184307, |
| "sents_p":0.9904175222, |
| "sents_r":0.9945017182, |
| "sents_f":0.9924554184, |
| "dep_las_per_type":{ |
| "det":{ |
| "p":0.9291497976, |
| "r":0.960251046, |
| "f":0.9444444444 |
| }, |
| "obj":{ |
| "p":0.8541202673, |
| "r":0.8125, |
| "f":0.8327904452 |
| }, |
| "case":{ |
| "p":0.9477546228, |
| "r":0.9511045655, |
| "f":0.9494266392 |
| }, |
| "compound:lvc":{ |
| "p":0.9391395593, |
| "r":0.9722976643, |
| "f":0.9554310115 |
| }, |
| "aux":{ |
| "p":0.9850968703, |
| "r":0.9865671642, |
| "f":0.9858314691 |
| }, |
| "root":{ |
| "p":0.9288158795, |
| "r":0.9326460481, |
| "f":0.9307270233 |
| }, |
| "cc":{ |
| "p":0.9371884347, |
| "r":0.94, |
| "f":0.9385921118 |
| }, |
| "obl":{ |
| "p":0.7494553377, |
| "r":0.734519573, |
| "f":0.7419122933 |
| }, |
| "mark":{ |
| "p":0.8871527778, |
| "r":0.8980667838, |
| "f":0.8925764192 |
| }, |
| "acl":{ |
| "p":0.6396917148, |
| "r":0.6535433071, |
| "f":0.6465433301 |
| }, |
| "obl:arg":{ |
| "p":0.7053824363, |
| "r":0.7352362205, |
| "f":0.72 |
| }, |
| "nmod":{ |
| "p":0.8027504912, |
| "r":0.784562212, |
| "f":0.793552146 |
| }, |
| "conj":{ |
| "p":0.7835144928, |
| "r":0.7906764168, |
| "f":0.7870791629 |
| }, |
| "nsubj":{ |
| "p":0.8258706468, |
| "r":0.8383838384, |
| "f":0.8320802005 |
| }, |
| "amod":{ |
| "p":0.821866164, |
| "r":0.8304761905, |
| "f":0.8261487447 |
| }, |
| "xcomp":{ |
| "p":0.8487084871, |
| "r":0.71875, |
| "f":0.7783417936 |
| }, |
| "nsubj:pass":{ |
| "p":0.8823529412, |
| "r":0.75, |
| "f":0.8108108108 |
| }, |
| "flat:name":{ |
| "p":0.6888297872, |
| "r":0.7295774648, |
| "f":0.7086183311 |
| }, |
| "ccomp":{ |
| "p":0.6949685535, |
| "r":0.7269736842, |
| "f":0.7106109325 |
| }, |
| "advmod":{ |
| "p":0.8146453089, |
| "r":0.8337236534, |
| "f":0.8240740741 |
| }, |
| "dep":{ |
| "p":0.780952381, |
| "r":0.8541666667, |
| "f":0.815920398 |
| }, |
| "nummod":{ |
| "p":0.9326241135, |
| "r":0.9740740741, |
| "f":0.9528985507 |
| }, |
| "cop":{ |
| "p":0.7578947368, |
| "r":0.7236180905, |
| "f":0.7403598972 |
| }, |
| "csubj":{ |
| "p":0.6, |
| "r":0.5, |
| "f":0.5454545455 |
| }, |
| "advcl":{ |
| "p":0.6621621622, |
| "r":0.5505617978, |
| "f":0.6012269939 |
| }, |
| "appos":{ |
| "p":0.34375, |
| "r":0.2340425532, |
| "f":0.2784810127 |
| }, |
| "goeswith":{ |
| "p":0.0, |
| "r":0.0, |
| "f":0.0 |
| }, |
| "fixed":{ |
| "p":0.75, |
| "r":1.0, |
| "f":0.8571428571 |
| }, |
| "flat:num":{ |
| "p":0.9473684211, |
| "r":1.0, |
| "f":0.972972973 |
| }, |
| "vocative":{ |
| "p":0.75, |
| "r":0.6, |
| "f":0.6666666667 |
| }, |
| "parataxis":{ |
| "p":0.5, |
| "r":0.6666666667, |
| "f":0.5714285714 |
| }, |
| "compound":{ |
| "p":1.0, |
| "r":1.0, |
| "f":1.0 |
| } |
| }, |
| "token_acc":0.9995823588, |
| "token_p":0.9886401604, |
| "token_r":0.9935781742, |
| "token_f":0.9911030166, |
| "speed":8834.2446500744, |
| "ents_p":0.7766570605, |
| "ents_r":0.6687344913, |
| "ents_f":0.7186666667, |
| "ents_per_type":{ |
| "PER":{ |
| "p":0.7372881356, |
| "r":0.5858585859, |
| "f":0.6529080675 |
| }, |
| "LOC":{ |
| "p":0.8815789474, |
| "r":0.7362637363, |
| "f":0.8023952096 |
| }, |
| "MON":{ |
| "p":0.7777777778, |
| "r":0.7, |
| "f":0.7368421053 |
| }, |
| "ORG":{ |
| "p":0.695035461, |
| "r":0.6805555556, |
| "f":0.6877192982 |
| }, |
| "DAT":{ |
| "p":0.75, |
| "r":0.7391304348, |
| "f":0.7445255474 |
| }, |
| "TIM":{ |
| "p":0.6666666667, |
| "r":0.6666666667, |
| "f":0.6666666667 |
| }, |
| "PCT":{ |
| "p":0.6666666667, |
| "r":0.5, |
| "f":0.5714285714 |
| } |
| } |
| }, |
| "sources":[ |
| { |
| "name":"UD_Persian-PerDT (PerUDT v1.0)", |
| "url":"https://github.com/UniversalDependencies/UD_Persian-PerDT", |
| "author":"Mohammad Sadegh Rasooli, Pegah Safari, Amirsaeid Moloodi, Alireza Nourian", |
| "license":"CC BY-SA 4.0" |
| }, |
| { |
| "name":"UD_Persian-PerDT NER layer (not-to-release/Dadegan with NER tag/)", |
| "url":"https://github.com/UniversalDependencies/UD_Persian-PerDT", |
| "author":"PerDT authors, tagged with Beheshti-NER (Taher, Hoseini, Shamsfard 2020)", |
| "license":"CC BY-SA 4.0" |
| }, |
| { |
| "name":"spaCy lang/fa language data (stop words originally from HAZM)", |
| "url":"https://github.com/explosion/spaCy/tree/master/spacy/lang/fa", |
| "author":"Explosion and spaCy contributors", |
| "license":"MIT" |
| } |
| ], |
| "notes":"Trained on UD_Persian-PerDT, licensed CC BY-SA 4.0; this pipeline is therefore distributed under CC BY-SA 4.0 with attribution to the treebank authors. The ner component is trained on the NER layer shipped in UD_Persian-PerDT's not-to-release/ directory, so it shares the treebank's genre, tokenization and licence. Those labels are SILVER: the treebank README states they were produced by the BERT-based Beheshti-NER tagger (Taher et al., 2020) with manual corrections to extend recall. They were transferred onto this pipeline's tokenization by difflib alignment at a 99.86% transfer rate (scripts/transfer_perdt_ner.py); spans that could not be aligned exactly were dropped rather than guessed. Labels PER, LOC, ORG and DAT have 1,300 or more training examples each; MON (205), TIM (135) and PCT (121) are thin and their scores in `performance.ents_per_type` should be read before relying on them. Multiword tokens (pronominal clitics, enclitic copulas) were merged with `spacy convert --merge-subtokens`, so a small number of XPOS tags are composite (e.g. N_IANM_PR_JOPER) and ~1.5% of lemmas contain a space. doc.noun_chunks under-fires on this pipeline: spacy/lang/fa/syntax_iterators.py matches ClearNLP labels that do not exist in Universal Dependencies, see docs/upstream/fa-noun-chunks.md.", |
| "requirements":[ |
| "spacy>=3.8.14,<3.9.0" |
| ] |
| } |
