| { | |
| "lang":"fr", | |
| "name":"dep_news_trf", | |
| "version":"3.7.2", | |
| "description":"French transformer pipeline (Transformer(name='camembert-base', piece_encoder='camembert-sentencepiece', stride=128, type='camembert', width=768, window=168, vocab_size=32005)). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"LGPL-LR", | |
| "spacy_version":">=3.7.0,<3.8.0", | |
| "spacy_git_version":"6b4f77441", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "morphologizer":[ | |
| "POS=PROPN", | |
| "Gender=Fem|Number=Sing|POS=DET|PronType=Dem", | |
| "Gender=Fem|Number=Sing|POS=NOUN", | |
| "Number=Plur|POS=PRON|Person=1", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=SCONJ", | |
| "POS=ADP", | |
| "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", | |
| "NumType=Ord|POS=ADJ", | |
| "Gender=Masc|Number=Sing|POS=NOUN", | |
| "POS=PUNCT", | |
| "Gender=Masc|Number=Sing|POS=PROPN", | |
| "Number=Plur|POS=ADJ", | |
| "Gender=Masc|Number=Plur|POS=NOUN", | |
| "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", | |
| "Number=Sing|POS=ADJ", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", | |
| "POS=ADV", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", | |
| "Gender=Fem|Number=Sing|POS=PROPN", | |
| "Definite=Def|Number=Sing|POS=DET|PronType=Art", | |
| "NumType=Card|POS=NUM", | |
| "Definite=Def|Number=Plur|POS=DET|PronType=Art", | |
| "Gender=Masc|Number=Plur|POS=ADJ", | |
| "POS=CCONJ", | |
| "Gender=Fem|Number=Plur|POS=NOUN", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Gender=Fem|Number=Plur|POS=ADJ", | |
| "POS=ADJ", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "POS=PRON|PronType=Rel", | |
| "Number=Sing|POS=DET|Poss=Yes", | |
| "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art", | |
| "Definite=Def|Number=Plur|POS=ADP|PronType=Art", | |
| "Definite=Ind|Number=Plur|POS=DET|PronType=Art", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=VERB|VerbForm=Inf", | |
| "Gender=Fem|Number=Sing|POS=ADJ", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3", | |
| "Number=Plur|POS=DET", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=ADJ", | |
| "Gender=Masc|Number=Sing|POS=DET|PronType=Dem", | |
| "POS=ADV|PronType=Int", | |
| "POS=VERB|Tense=Pres|VerbForm=Part", | |
| "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", | |
| "Gender=Masc|POS=ADJ", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Number=Plur|POS=DET|Poss=Yes", | |
| "POS=AUX|VerbForm=Inf", | |
| "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part", | |
| "POS=ADV|Polarity=Neg", | |
| "Definite=Ind|Number=Sing|POS=DET|PronType=Art", | |
| "Gender=Fem|Number=Sing|POS=PRON|Person=3", | |
| "POS=PRON|Person=3|Reflex=Yes", | |
| "Gender=Masc|POS=NOUN", | |
| "POS=AUX|Tense=Past|VerbForm=Part", | |
| "POS=PRON|Person=3", | |
| "Number=Plur|POS=NOUN", | |
| "NumType=Ord|Number=Sing|POS=ADJ", | |
| "POS=VERB|Tense=Past|VerbForm=Part", | |
| "POS=AUX|Tense=Pres|VerbForm=Part", | |
| "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Sing|POS=PRON|Person=3", | |
| "Number=Sing|POS=NOUN", | |
| "Gender=Masc|Number=Plur|POS=PRON|Person=3", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", | |
| "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", | |
| "Number=Plur|POS=PROPN", | |
| "Number=Sing|POS=PROPN", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", | |
| "Gender=Masc|Number=Sing|POS=DET", | |
| "Gender=Fem|Number=Sing|POS=DET|Poss=Yes", | |
| "Gender=Masc|POS=PRON", | |
| "POS=NOUN", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON", | |
| "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", | |
| "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Number=Sing|POS=PRON", | |
| "Number=Sing|POS=PRON|PronType=Dem", | |
| "Mood=Ind|POS=VERB|VerbForm=Fin", | |
| "Number=Plur|POS=DET|PronType=Dem", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Gender=Masc|Number=Sing|POS=PRON", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem", | |
| "Number=Sing|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", | |
| "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", | |
| "POS=PRON", | |
| "POS=NUM", | |
| "Gender=Fem|POS=NOUN", | |
| "Gender=Fem|Number=Plur|POS=PRON", | |
| "Number=Plur|POS=PRON|Person=3", | |
| "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Sing|POS=PRON|Person=1", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=PRON", | |
| "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=INTJ", | |
| "Number=Plur|POS=PRON|Person=2", | |
| "NumType=Card|POS=PRON", | |
| "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art", | |
| "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "NumType=Card|POS=NOUN", | |
| "POS=PRON|PronType=Int", | |
| "Gender=Fem|Number=Plur|POS=PRON|Person=3", | |
| "Gender=Fem|Number=Sing|POS=DET", | |
| "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|Number=Plur|POS=DET", | |
| "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art", | |
| "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", | |
| "Gender=Masc|Number=Plur|POS=PROPN", | |
| "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", | |
| "Number=Sing|POS=DET", | |
| "Gender=Masc|NumType=Card|Number=Plur|POS=NOUN", | |
| "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem", | |
| "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|POS=PRON", | |
| "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Fem|Number=Sing|POS=PRON|PronType=Rel", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", | |
| "POS=X", | |
| "POS=SYM", | |
| "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=DET|PronType=Int", | |
| "Gender=Fem|Number=Plur|POS=DET|PronType=Int", | |
| "POS=DET", | |
| "Gender=Masc|Number=Plur|POS=PRON", | |
| "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin", | |
| "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Gender=Fem|Number=Sing|POS=DET|PronType=Int", | |
| "Gender=Masc|Number=Plur|POS=DET", | |
| "Gender=Fem|Number=Plur|POS=PRON|PronType=Rel", | |
| "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", | |
| "POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", | |
| "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", | |
| "Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=2|Reflex=Yes", | |
| "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=1|Reflex=Yes", | |
| "Gender=Masc|NumType=Card|Number=Sing|POS=NOUN", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", | |
| "Number=Sing|POS=PRON|Person=1|Reflex=Yes", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", | |
| "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Gender=Masc|POS=PROPN", | |
| "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=2|PronType=Prs", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", | |
| "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", | |
| "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", | |
| "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Gender=Fem|Number=Plur|POS=PROPN", | |
| "Gender=Masc|NumType=Card|POS=NUM" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl", | |
| "acl:relcl", | |
| "advcl", | |
| "advmod", | |
| "amod", | |
| "appos", | |
| "aux:pass", | |
| "aux:tense", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "conj", | |
| "cop", | |
| "dep", | |
| "det", | |
| "expl:comp", | |
| "expl:pass", | |
| "expl:subj", | |
| "fixed", | |
| "flat:foreign", | |
| "flat:name", | |
| "iobj", | |
| "mark", | |
| "nmod", | |
| "nsubj", | |
| "nsubj:pass", | |
| "nummod", | |
| "obj", | |
| "obl:agent", | |
| "obl:arg", | |
| "obl:mod", | |
| "parataxis", | |
| "punct", | |
| "vocative", | |
| "xcomp" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "token_acc":0.997952498, | |
| "token_p":0.9844389844, | |
| "token_r":0.9896058454, | |
| "token_f":0.9870156531, | |
| "pos_acc":0.9886076602, | |
| "morph_acc":0.9816475925, | |
| "morph_micro_p":0.9945065006, | |
| "morph_micro_r":0.9926282442, | |
| "morph_micro_f":0.9935664847, | |
| "morph_per_feat":{ | |
| "Definite":{ | |
| "p":0.9978070175, | |
| "r":0.996350365, | |
| "f":0.9970781592 | |
| }, | |
| "Number":{ | |
| "p":0.996126176, | |
| "r":0.9941089838, | |
| "f":0.9951165576 | |
| }, | |
| "PronType":{ | |
| "p":0.9980756895, | |
| "r":0.9955214331, | |
| "f":0.996796925 | |
| }, | |
| "Gender":{ | |
| "p":0.9907668633, | |
| "r":0.9872220802, | |
| "f":0.9889912954 | |
| }, | |
| "Mood":{ | |
| "p":0.9893428064, | |
| "r":0.9893428064, | |
| "f":0.9893428064 | |
| }, | |
| "Person":{ | |
| "p":0.998738966, | |
| "r":0.9962264151, | |
| "f":0.9974811083 | |
| }, | |
| "Tense":{ | |
| "p":0.9888438134, | |
| "r":0.9959141982, | |
| "f":0.9923664122 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9933938893, | |
| "r":0.9958609272, | |
| "f":0.9946258785 | |
| }, | |
| "NumType":{ | |
| "p":1.0, | |
| "r":0.9726962457, | |
| "f":0.9861591696 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Voice":{ | |
| "p":0.9910714286, | |
| "r":0.9910714286, | |
| "f":0.9910714286 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polarity":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "sents_p":0.914893617, | |
| "sents_r":0.9393203883, | |
| "sents_f":0.9269461078, | |
| "dep_uas":0.9483856035, | |
| "dep_las":0.9265922369, | |
| "dep_las_per_type":{ | |
| "det":{ | |
| "p":0.99031477, | |
| "r":0.99031477, | |
| "f":0.99031477 | |
| }, | |
| "nsubj":{ | |
| "p":0.95215311, | |
| "r":0.9590361446, | |
| "f":0.9555822329 | |
| }, | |
| "aux:tense":{ | |
| "p":0.9389312977, | |
| "r":0.984, | |
| "f":0.9609375 | |
| }, | |
| "root":{ | |
| "p":0.9524940618, | |
| "r":0.9733009709, | |
| "f":0.962785114 | |
| }, | |
| "obj":{ | |
| "p":0.9420731707, | |
| "r":0.9169139466, | |
| "f":0.9293233083 | |
| }, | |
| "cc":{ | |
| "p":0.9497716895, | |
| "r":0.9585253456, | |
| "f":0.9541284404 | |
| }, | |
| "case":{ | |
| "p":0.987704918, | |
| "r":0.985013624, | |
| "f":0.9863574352 | |
| }, | |
| "obl:mod":{ | |
| "p":0.7959183673, | |
| "r":0.8149253731, | |
| "f":0.8053097345 | |
| }, | |
| "nmod":{ | |
| "p":0.8931750742, | |
| "r":0.9020979021, | |
| "f":0.8976143141 | |
| }, | |
| "conj":{ | |
| "p":0.7890625, | |
| "r":0.7952755906, | |
| "f":0.7921568627 | |
| }, | |
| "nummod":{ | |
| "p":0.921686747, | |
| "r":0.9053254438, | |
| "f":0.9134328358 | |
| }, | |
| "amod":{ | |
| "p":0.9626865672, | |
| "r":0.9398907104, | |
| "f":0.9511520737 | |
| }, | |
| "acl":{ | |
| "p":0.8728323699, | |
| "r":0.8728323699, | |
| "f":0.8728323699 | |
| }, | |
| "mark":{ | |
| "p":0.9688888889, | |
| "r":0.9603524229, | |
| "f":0.9646017699 | |
| }, | |
| "xcomp":{ | |
| "p":0.9276315789, | |
| "r":0.9337748344, | |
| "f":0.9306930693 | |
| }, | |
| "flat:name":{ | |
| "p":0.9519230769, | |
| "r":0.9428571429, | |
| "f":0.9473684211 | |
| }, | |
| "cop":{ | |
| "p":0.9444444444, | |
| "r":0.9444444444, | |
| "f":0.9444444444 | |
| }, | |
| "advmod":{ | |
| "p":0.9417475728, | |
| "r":0.9122257053, | |
| "f":0.9267515924 | |
| }, | |
| "obl:arg":{ | |
| "p":0.8976744186, | |
| "r":0.8772727273, | |
| "f":0.8873563218 | |
| }, | |
| "appos":{ | |
| "p":0.7058823529, | |
| "r":0.7228915663, | |
| "f":0.7142857143 | |
| }, | |
| "nsubj:pass":{ | |
| "p":0.9880952381, | |
| "r":0.9764705882, | |
| "f":0.9822485207 | |
| }, | |
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| "name":"UD French Sequoia v2.8", | |
| "url":"https://github.com/UniversalDependencies/UD_French-Sequoia", | |
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| "author":"Candito, Marie; Seddah, Djam\u00e9; Perrier, Guy; Guillaume, Bruno" | |
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