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"Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Art", "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs", "Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs", "Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes", "Mood=Ind|POS=AUX|Person=3|VerbForm=Fin", "Case=Nom|Gender=Neut|Number=Sing|POS=DET|Person=3|PronType=Dem", "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Prs", "POS=PRON|Person=3|Poss=Yes|PronType=Prs", "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin", "Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Neg,Tot", "Number=Sing|POS=DET|PronType=Art", "Case=Nom|POS=DET|PronType=Art" ], "parser":[ "ROOT", "acl", "advcl", "advmod", "amod", "appos", "aux", "aux:pass", "case", "cc", "ccomp", "compound:prt", "conj", "cop", "csubj", "csubj:pass", "dep", "det", "expl", "expl:pv", "flat", "flat:name", "iobj", "mark", "nmod", "nsubj", "nsubj:pass", "nummod", "obj", "obl", "parataxis", "punct", "reparandum", "xcomp" ] }, "pipeline":[ "transformer", "tagger", "morphologizer", "trainable_lemmatizer", "parser" ], "components":[ "transformer", "tagger", "morphologizer", "trainable_lemmatizer", "parser" ], "disabled":[ ], "performance":{ "tag_acc":0.9820812758, "pos_acc":0.9826540575, "morph_acc":0.8748718992, "morph_per_feat":{ "Case":{ "p":0.9570633756, "r":0.7719307209, "f":0.854585476 }, "Gender":{ "p":0.9646163502, "r":0.9480299175, "f":0.9562512152 }, "Number":{ "p":0.9764142116, "r":0.9791795811, "f":0.9777949411 }, "Person":{ "p":0.998224985, "r":0.9978635109, "f":0.9980442152 }, "Mood":{ "p":0.9981588953, "r":0.9970814009, "f":0.9976198572 }, "Tense":{ "p":0.9768776846, "r":0.9777018883, "f":0.9772896127 }, "VerbForm":{ "p":0.9948576956, "r":0.9961256117, "f":0.99549125 }, "PronType":{ "p":0.9974322976, "r":0.9977271887, "f":0.9975797214 }, "Degree":{ "p":0.9700452525, "r":0.9712120605, "f":0.9706283058 }, "Variant":{ "p":0.9832378223, 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"ccomp":{ "p":0.8831835687, "r":0.8483353884, "f":0.865408805 }, "csubj":{ "p":0.8646034816, "r":0.8781925344, "f":0.8713450292 }, "reparandum":{ "p":0.0, "r":0.0, "f":0.0 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "obl:arg":{ "p":0.0, "r":0.0, "f":0.0 }, "vocative":{ "p":0.0, "r":0.0, "f":0.0 } }, "sents_p":0.9842194047, "sents_r":0.9811760877, "sents_f":0.98269539, "transformer_loss":79466.7784522746, "tagger_loss":4778.0386438234, "morphologizer_loss":18233.0723319799, "trainable_lemmatizer_loss":16692.0453734547, "parser_loss":38881.0278231936 }, "requirements":[ "spacy-transformers>=1.1.6,<1.2.0" ] }