{ "lang":"da", "name":"dacy_small_trf", "version":"0.1.0", "description":"DaCy is a Danish language processing framework with state-of-the-art pipelines as well as functionality for analysing Danish pipelines. DaCy's largest pipeline has achieved State-of-the-Art performance on Named entity recognition, part-of-speech tagging and dependency parsing for Danish on the DaNE dataset. Check out the [DaCy repository](https://github.com/centre-for-humanities-computing/DaCy) for material on how to use DaCy and reproduce the results. This repository also contains guides on usage of the package as well as behavioural test for biases and robustness of Danish NLP pipelines.", "author":"Kenneth Enevoldsen", "email":"kenneth.enevoldsen@cas.au.dk", "url":"https://centre-for-humanities-computing.github.io/DaCy/", "license":"Apache-2.0 License", "spacy_version":">=3.1.0,<3.2.0", "spacy_git_version":"530b5d72f", "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", 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"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", 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"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", "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:loc", "obl:tmod", "punct", "xcomp" ], "attribute_ruler":[ ], "lemmatizer":[ ], "ner":[ "LOC", "MISC", "ORG", "PER" ] }, "pipeline":[ "transformer", "morphologizer", "parser", "attribute_ruler", "lemmatizer", "ner" ], "components":[ "transformer", "morphologizer", "parser", "attribute_ruler", "lemmatizer", "ner" ], "disabled":[ ], "performance":{ "pos_acc":0.1150828248, "morph_acc":0.1095611741, "morph_per_feat":{ "Mood":{ "p":0.0, "r":0.0, "f":0.0 }, "Tense":{ "p":0.0, "r":0.0, "f":0.0 }, "VerbForm":{ "p":0.0, "r":0.0, "f":0.0 }, "Voice":{ "p":0.0, "r":0.0, "f":0.0 }, "Definite":{ "p":0.0, "r":0.0, "f":0.0 }, "Gender":{ "p":0.0, "r":0.0, "f":0.0 }, "Number":{ "p":0.0, "r":0.0, "f":0.0 }, "AdpType":{ "p":0.1556564822, "r":1.0, "f":0.2693819221 }, "PartType":{ "p":0.0, "r":0.0, "f":0.0 }, "Case":{ "p":0.0, "r":0.0, "f":0.0 }, "Person":{ "p":0.0, "r":0.0, "f":0.0 }, "PronType":{ "p":0.0, "r":0.0, "f":0.0 }, "NumType":{ "p":0.0, "r":0.0, "f":0.0 }, "Degree":{ "p":0.0, "r":0.0, "f":0.0 }, "Reflex":{ "p":0.0, "r":0.0, "f":0.0 }, "Number[psor]":{ "p":0.0, "r":0.0, "f":0.0 }, "Poss":{ "p":0.0, "r":0.0, "f":0.0 }, "Foreign":{ "p":0.0, "r":0.0, "f":0.0 }, "Abbr":{ "p":0.0, "r":0.0, "f":0.0 }, "Style":{ "p":0.0, "r":0.0, "f":0.0 }, "Polite":{ "p":0.0, "r":0.0, "f":0.0 } }, "dep_uas":0.1536466438, "dep_las":0.0261424348, "dep_las_per_type":{ "advmod":{ "p":0.0, "r":0.0, "f":0.0 }, "root":{ "p":0.0578034682, "r":0.2659574468, "f":0.0949667616 }, "nsubj":{ "p":0.0226640159, "r":0.0601265823, "f":0.032919434 }, "case":{ "p":0.0623268698, "r":0.0444664032, "f":0.0519031142 }, "obl":{ "p":0.0, "r":0.0, "f":0.0 }, "cc":{ "p":0.0, "r":0.0, "f":0.0 }, "conj":{ "p":0.0, "r":0.0, "f":0.0 }, "obj":{ "p":0.0, "r":0.0, "f":0.0 }, "aux":{ "p":0.0, "r":0.0, "f":0.0 }, "acl:relcl":{ "p":0.0, "r":0.0, "f":0.0 }, "obl:loc":{ "p":0.0, "r":0.0, "f":0.0 }, "det":{ "p":0.0, "r":0.0, "f":0.0 }, "amod":{ "p":0.0, "r":0.0, "f":0.0 }, "nmod:poss":{ "p":0.0, "r":0.0, "f":0.0 }, "ccomp":{ "p":0.0, "r":0.0, "f":0.0 }, "nummod":{ "p":0.0, "r":0.0, "f":0.0 }, "flat":{ "p":0.0, "r":0.0, "f":0.0 }, "compound:prt":{ "p":0.0, "r":0.0, "f":0.0 }, "advcl":{ "p":0.0, "r":0.0, "f":0.0 }, "mark":{ "p":0.0, "r":0.0, "f":0.0 }, "cop":{ "p":0.0, "r":0.0, "f":0.0 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "nmod":{ "p":0.0, "r":0.0, "f":0.0 }, "iobj":{ "p":0.0, "r":0.0, "f":0.0 }, "list":{ "p":0.0, "r":0.0, "f":0.0 }, "xcomp":{ "p":0.0, "r":0.0, "f":0.0 }, "vocative":{ "p":0.0, "r":0.0, "f":0.0 }, "fixed":{ "p":0.0, "r":0.0, "f":0.0 }, "appos":{ "p":0.0, "r":0.0, "f":0.0 }, "expl":{ "p":0.0, "r":0.0, "f":0.0 }, "obl:tmod":{ "p":0.0, "r":0.0, "f":0.0 }, "discourse":{ "p":0.0, "r":0.0, "f":0.0 } }, "sents_p":0.0007698229, "sents_r":0.0035460993, "sents_f":0.0012650221, "lemma_acc":0.8491041162, "ents_f":0.0076157001, "ents_p":0.0040957782, "ents_r":0.0541666667, "ents_per_type":{ "ORG":{ "p":0.0040957782, "r":0.2888888889, "f":0.0080770426 }, "PER":{ "p":0.0, "r":0.0, "f":0.0 }, "MISC":{ "p":0.0, "r":0.0, "f":0.0 }, "LOC":{ "p":0.0, "r":0.0, "f":0.0 } }, "transformer_loss":0.0, "morphologizer_loss":274.2421875, "parser_loss":424.0338255167, "ner_loss":262.4495080709 }, "notes":"This is a test" }