| { | |
| "lang":"da", | |
| "name":"core_news_trf", | |
| "version":"3.7.2", | |
| "description":"Danish transformer pipeline (Transformer(name='vesteinn/DanskBERT', piece_encoder='xlm-roberta-sentencepiece', stride=120, type='xlm-roberta', width=768, window=152, vocab_size=50005)). Components: transformer, morphologizer, parser, lemmatizer (trainable_lemmatizer), ner, attribute_ruler.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.7.0,<3.8.0", | |
| "spacy_git_version":"6b4f77441", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "morphologizer":[ | |
| "AdpType=Prep|POS=ADP", | |
| "Definite=Ind|Gender=Com|Number=Sing|POS=NOUN", | |
| "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "POS=PROPN", | |
| "Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", | |
| "POS=SCONJ", | |
| "Definite=Def|Gender=Com|Number=Sing|POS=NOUN", | |
| "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "POS=ADV", | |
| "Number=Plur|POS=DET|PronType=Dem", | |
| "Degree=Pos|Number=Plur|POS=ADJ", | |
| "Definite=Ind|Gender=Com|Number=Plur|POS=NOUN", | |
| "POS=PUNCT", | |
| "POS=CCONJ", | |
| "Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ", | |
| "Degree=Cmp|POS=ADJ", | |
| "POS=PRON|PartType=Inf", | |
| "Gender=Com|Number=Sing|POS=DET|PronType=Ind", | |
| "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ", | |
| "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", | |
| "Gender=Neut|Number=Sing|POS=DET|PronType=Dem", | |
| "Degree=Pos|POS=ADV", | |
| "Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", | |
| "POS=PRON|PronType=Dem", | |
| "NumType=Card|POS=NUM", | |
| "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", | |
| "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Degree=Pos|Gender=Com|Number=Sing|POS=ADJ", | |
| "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "NumType=Ord|POS=ADJ", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "POS=VERB|VerbForm=Inf|Voice=Act", | |
| "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "POS=NOUN", | |
| "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass", | |
| "POS=ADP|PartType=Inf", | |
| "Degree=Pos|POS=ADJ", | |
| "Definite=Def|Gender=Com|Number=Plur|POS=NOUN", | |
| "Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs", | |
| "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN", | |
| "POS=AUX|VerbForm=Inf|Voice=Act", | |
| "Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ", | |
| "Gender=Com|Number=Sing|POS=DET|PronType=Dem", | |
| "Number=Plur|POS=DET|PronType=Ind", | |
| "Gender=Com|Number=Sing|POS=PRON|PronType=Ind", | |
| "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", | |
| "POS=PART|PartType=Inf", | |
| "Gender=Neut|Number=Sing|POS=DET|PronType=Ind", | |
| "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", | |
| "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Nom|Gender=Com|POS=PRON|PronType=Ind", | |
| "Gender=Neut|Number=Sing|POS=PRON|PronType=Ind", | |
| "Mood=Imp|POS=VERB", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", | |
| "POS=X", | |
| "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN", | |
| "POS=VERB|Tense=Pres|VerbForm=Part", | |
| "Number=Plur|POS=PRON|PronType=Int,Rel", | |
| "POS=VERB|VerbForm=Inf|Voice=Pass", | |
| "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN", | |
| "Degree=Cmp|POS=ADV", | |
| "POS=ADV|PartType=Inf", | |
| "Degree=Sup|POS=ADV", | |
| "Number=Plur|POS=PRON|PronType=Dem", | |
| "Number=Plur|POS=PRON|PronType=Ind", | |
| "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Gen|POS=PROPN", | |
| "POS=ADP", | |
| "Degree=Cmp|Number=Plur|POS=ADJ", | |
| "Definite=Def|Degree=Sup|POS=ADJ", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Degree=Pos|Number=Sing|POS=ADJ", | |
| "Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Number=Plur|POS=PRON|PronType=Rcp", | |
| "Case=Gen|Degree=Cmp|POS=ADJ", | |
| "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs", | |
| "POS=INTJ", | |
| "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", | |
| "Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", | |
| "Number=Sing|POS=PRON|PronType=Int,Rel", | |
| "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel", | |
| "Definite=Def|Degree=Sup|Number=Plur|POS=ADJ", | |
| "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Definite=Ind|Number=Sing|POS=NOUN", | |
| "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "POS=SYM", | |
| "Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs", | |
| "Degree=Sup|POS=ADJ", | |
| "Number=Plur|POS=DET|PronType=Ind|Style=Arch", | |
| "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem", | |
| "Foreign=Yes|POS=X", | |
| "POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs", | |
| "Gender=Neut|Number=Sing|POS=PRON|PronType=Dem", | |
| "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", | |
| "Case=Gen|POS=PRON|PronType=Int,Rel", | |
| "Gender=Com|Number=Sing|POS=PRON|PronType=Dem", | |
| "Abbr=Yes|POS=X", | |
| "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN", | |
| "Definite=Def|Degree=Abs|POS=ADJ", | |
| "Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ", | |
| "Definite=Ind|POS=NOUN", | |
| "Gender=Com|Number=Plur|POS=NOUN", | |
| "Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", | |
| "Gender=Com|POS=PRON|PronType=Int,Rel", | |
| "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs", | |
| "Degree=Abs|POS=ADV", | |
| "POS=VERB|VerbForm=Ger", | |
| "POS=VERB|Tense=Past|VerbForm=Part", | |
| "Definite=Def|Degree=Sup|Number=Sing|POS=ADJ", | |
| "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form", | |
| "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", | |
| "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ", | |
| "Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs", | |
| "Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel", | |
| "POS=VERB|Tense=Pres", | |
| "Case=Gen|Number=Plur|POS=DET|PronType=Ind", | |
| "Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "POS=AUX|Tense=Pres|VerbForm=Part", | |
| "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Degree=Sup|Number=Plur|POS=ADJ", | |
| "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs", | |
| "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", | |
| "Definite=Ind|Number=Plur|POS=NOUN", | |
| "Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Mood=Imp|POS=AUX", | |
| "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs", | |
| "Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", | |
| "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", | |
| "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind", | |
| "Case=Gen|POS=NOUN", | |
| "Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "POS=DET|PronType=Dem", | |
| "Definite=Def|Number=Plur|POS=NOUN" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl:relcl", | |
| "advcl", | |
| "advmod", | |
| "advmod:lmod", | |
| "amod", | |
| "appos", | |
| "aux", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound:prt", | |
| "conj", | |
| "cop", | |
| "dep", | |
| "det", | |
| "expl", | |
| "fixed", | |
| "flat", | |
| "iobj", | |
| "list", | |
| "mark", | |
| "nmod", | |
| "nmod:poss", | |
| "nsubj", | |
| "nummod", | |
| "obj", | |
| "obl", | |
| "obl:lmod", | |
| "obl:tmod", | |
| "punct", | |
| "xcomp" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "ner":[ | |
| "LOC", | |
| "MISC", | |
| "ORG", | |
| "PER" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "lemmatizer", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "morphologizer", | |
| "parser", | |
| "lemmatizer", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "token_acc":0.9989350373, | |
| "token_p":0.9977732598, | |
| "token_r":0.9974835463, | |
| "token_f":0.997628382, | |
| "pos_acc":0.9870683392, | |
| "morph_acc":0.9845498135, | |
| "morph_micro_p":0.9929531052, | |
| "morph_micro_r":0.9886426733, | |
| "morph_micro_f":0.9907932011, | |
| "morph_per_feat":{ | |
| "Mood":{ | |
| "p":0.9952290076, | |
| "r":0.9942802669, | |
| "f":0.9947544111 | |
| }, | |
| "Tense":{ | |
| "p":0.9924242424, | |
| "r":0.9864457831, | |
| "f":0.9894259819 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9919901417, | |
| "r":0.9853121175, | |
| "f":0.9886398526 | |
| }, | |
| "Voice":{ | |
| "p":0.9947643979, | |
| "r":0.9940209268, | |
| "f":0.9943925234 | |
| }, | |
| "Definite":{ | |
| "p":0.9948227798, | |
| "r":0.9869616752, | |
| "f":0.9908766363 | |
| }, | |
| "Gender":{ | |
| "p":0.9886439546, | |
| "r":0.9837155201, | |
| "f":0.9861735799 | |
| }, | |
| "Number":{ | |
| "p":0.9918763103, | |
| "r":0.987219614, | |
| "f":0.9895424837 | |
| }, | |
| "AdpType":{ | |
| "p":0.9991134752, | |
| "r":0.9964633068, | |
| "f":0.9977866313 | |
| }, | |
| "PartType":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Case":{ | |
| "p":0.9968152866, | |
| "r":0.9889415482, | |
| "f":0.9928628073 | |
| }, | |
| "Person":{ | |
| "p":0.9982238011, | |
| "r":0.9982238011, | |
| "f":0.9982238011 | |
| }, | |
| "PronType":{ | |
| "p":0.9975308642, | |
| "r":0.9967105263, | |
| "f":0.9971205265 | |
| }, | |
| "NumType":{ | |
| "p":0.9867549669, | |
| "r":0.9867549669, | |
| "f":0.9867549669 | |
| }, | |
| "Degree":{ | |
| "p":0.9795918367, | |
| "r":0.9831325301, | |
| "f":0.9813589898 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Number[psor]":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Foreign":{ | |
| "p":1.0, | |
| "r":0.7, | |
| "f":0.8235294118 | |
| }, | |
| "Abbr":{ | |
| "p":1.0, | |
| "r":0.4, | |
| "f":0.5714285714 | |
| }, | |
| "Style":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polite":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "sents_p":0.9261862917, | |
| "sents_r":0.9343971631, | |
| "sents_f":0.9302736099, | |
| "dep_uas":0.897934115, | |
| "dep_las":0.8740509156, | |
| "dep_las_per_type":{ | |
| "advmod":{ | |
| "p":0.8345323741, | |
| "r":0.8192090395, | |
| "f":0.8267997149 | |
| }, | |
| "root":{ | |
| "p":0.9014084507, | |
| "r":0.9078014184, | |
| "f":0.9045936396 | |
| }, | |
| "nsubj":{ | |
| "p":0.9345991561, | |
| "r":0.9345991561, | |
| "f":0.9345991561 | |
| }, | |
| "case":{ | |
| "p":0.9358717435, | |
| "r":0.9211045365, | |
| "f":0.9284294235 | |
| }, | |
| "obl":{ | |
| "p":0.8388625592, | |
| "r":0.8245341615, | |
| "f":0.8316366484 | |
| }, | |
| "cc":{ | |
| "p":0.898255814, | |
| "r":0.898255814, | |
| "f":0.898255814 | |
| }, | |
| "conj":{ | |
| "p":0.816, | |
| "r":0.816, | |
| "f":0.816 | |
| }, | |
| "obj":{ | |
| "p":0.9128787879, | |
| "r":0.9359223301, | |
| "f":0.9242569511 | |
| }, | |
| "aux":{ | |
| "p":0.9176470588, | |
| "r":0.9096209913, | |
| "f":0.9136163982 | |
| }, | |
| "acl:relcl":{ | |
| "p":0.7932960894, | |
| "r":0.7675675676, | |
| "f":0.7802197802 | |
| }, | |
| "advmod:lmod":{ | |
| "p":0.8805970149, | |
| "r":0.8805970149, | |
| "f":0.8805970149 | |
| }, | |
| "det":{ | |
| "p":0.9456342669, | |
| "r":0.9456342669, | |
| "f":0.9456342669 | |
| }, | |
| "amod":{ | |
| "p":0.8939393939, | |
| "r":0.9061433447, | |
| "f":0.9 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.8, | |
| "r":0.7920792079, | |
| "f":0.7960199005 | |
| }, | |
| "ccomp":{ | |
| "p":0.7105263158, | |
| "r":0.8709677419, | |
| "f":0.7826086957 | |
| }, | |
| "nummod":{ | |
| "p":0.8174603175, | |
| "r":0.8583333333, | |
| "f":0.837398374 | |
| }, | |
| "flat":{ | |
| "p":0.8805031447, | |
| "r":0.9271523179, | |
| "f":0.9032258065 | |
| }, | |
| "compound:prt":{ | |
| "p":0.6666666667, | |
| "r":0.6341463415, | |
| "f":0.65 | |
| }, | |
| "advcl":{ | |
| "p":0.7699115044, | |
| "r":0.75, | |
| "f":0.7598253275 | |
| }, | |
| "mark":{ | |
| "p":0.9371069182, | |
| "r":0.9178644764, | |
| "f":0.9273858921 | |
| }, | |
| "cop":{ | |
| "p":0.9152542373, | |
| "r":0.9257142857, | |
| "f":0.9204545455 | |
| }, | |
| "dep":{ | |
| "p":0.2095238095, | |
| "r":0.4150943396, | |
| "f":0.2784810127 | |
| }, | |
| "nmod":{ | |
| "p":0.784989858, | |
| "r":0.755859375, | |
| "f":0.7701492537 | |
| }, | |
| "iobj":{ | |
| "p":0.9375, | |
| "r":0.6818181818, | |
| "f":0.7894736842 | |
| }, | |
| "xcomp":{ | |
| "p":0.7346938776, | |
| "r":0.6101694915, | |
| "f":0.6666666667 | |
| }, | |
| "obl:lmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "list":{ | |
| "p":0.4, | |
| "r":0.3333333333, | |
| "f":0.3636363636 | |
| }, | |
| "vocative":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "fixed":{ | |
| "p":0.9473684211, | |
| "r":0.8780487805, | |
| "f":0.9113924051 | |
| }, | |
| "expl":{ | |
| "p":0.96875, | |
| "r":0.9117647059, | |
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| "sources":[ | |
| { | |
| "name":"UD Danish DDT v2.8", | |
| "url":"https://github.com/UniversalDependencies/UD_Danish-DDT", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Johannsen, Anders; Mart\u00ednez Alonso, H\u00e9ctor; Plank, Barbara" | |
| }, | |
| { | |
| "name":"DaNE", | |
| "url":"https://github.com/alexandrainst/danlp/blob/master/docs/datasets.md#danish-dependency-treebank-dane", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders S\u00f8gaard" | |
| }, | |
| { | |
| "name":"vesteinn/DanskBERT", | |
| "author":"Sn\u00e6bjarnarson, V\u00e9steinn and Simonsen, Annika and Glava\u0161, Goran and Vuli\u0107, Ivan", | |
| "url":"https://huggingface.co/vesteinn/DanskBERT", | |
| "license":"CC BY 4.0" | |
| } | |
| ], | |
| "requirements":[ | |
| "spacy-curated-transformers>=0.2.0,<0.3.0" | |
| ] | |
| } |