|
{ |
|
"lang":"da", |
|
"name":"dacy_small_trf", |
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"version":"0.2.0", |
|
"description":"\n<a href=\"https://github.com/centre-for-humanities-computing/Dacy\"><img src=\"https://centre-for-humanities-computing.github.io/DaCy/_static/icon.png\" width=\"175\" height=\"175\" align=\"right\" /></a>\n\n# DaCy small\n\nDaCy is a Danish language processing framework with state-of-the-art pipelines as well as functionality for analysing Danish pipelines.\nDaCy's largest pipeline has achieved State-of-the-Art performance on parts-of-speech tagging and dependency \nparsing for Danish on the Danish Dependency treebank as well as competitive performance on named entity recognition, named entity disambiguation and coreference resolution. \nTo read more check out the [DaCy repository](https://github.com/centre-for-humanities-computing/DaCy) for material on how to use DaCy and reproduce the results. \nDaCy also contains guides on usage of the package as well as behavioural test for biases and robustness of Danish NLP pipelines.\n", |
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"author":"Kenneth Enevoldsen", |
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"email":"Kenneth.enevoldsen@cas.au.dk", |
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"url":"https://chcaa.io/#/", |
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"license":"Apache-2.0", |
|
"spacy_version":">=3.5.2,<3.6.0", |
|
"spacy_git_version":"Unknown", |
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"vectors":{ |
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"width":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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}, |
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"labels":{ |
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"transformer":[ |
|
|
|
], |
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"tagger":[ |
|
"ADJ", |
|
"ADP", |
|
"ADV", |
|
"AUX", |
|
"CCONJ", |
|
"DET", |
|
"INTJ", |
|
"NOUN", |
|
"NUM", |
|
"PART", |
|
"PRON", |
|
"PROPN", |
|
"PUNCT", |
|
"SCONJ", |
|
"SYM", |
|
"VERB", |
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"X" |
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], |
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"morphologizer":[ |
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"AdpType=Prep|POS=ADP", |
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"Definite=Ind|Gender=Com|Number=Sing|POS=NOUN", |
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"Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act", |
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"POS=PROPN", |
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"Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", |
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"Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", |
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"POS=SCONJ", |
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"Definite=Def|Gender=Com|Number=Sing|POS=NOUN", |
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"Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act", |
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"POS=ADV", |
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"Number=Plur|POS=DET|PronType=Dem", |
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"Degree=Pos|Number=Plur|POS=ADJ", |
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"Definite=Ind|Gender=Com|Number=Plur|POS=NOUN", |
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"POS=PUNCT", |
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"NumType=Ord|POS=ADJ", |
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"POS=CCONJ", |
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"Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", |
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"POS=VERB|VerbForm=Inf|Voice=Act", |
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"Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Degree=Sup|POS=ADV", |
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"Degree=Pos|POS=ADV", |
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"Gender=Com|Number=Sing|POS=DET|PronType=Ind", |
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"Number=Plur|POS=DET|PronType=Ind", |
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"POS=ADP", |
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"POS=ADV|PartType=Inf", |
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"Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act", |
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"Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", |
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"Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs", |
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"Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act", |
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"POS=ADP|PartType=Inf", |
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"Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ", |
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"NumType=Card|POS=NUM", |
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"Degree=Pos|POS=ADJ", |
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"Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", |
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"POS=PART|PartType=Inf", |
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"Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", |
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"Definite=Def|Gender=Com|Number=Plur|POS=NOUN", |
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"Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", |
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"Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs", |
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"POS=VERB|Tense=Pres|VerbForm=Part", |
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"Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
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"Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN", |
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"Definite=Def|Degree=Sup|Number=Plur|POS=ADJ", |
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"Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
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"POS=AUX|VerbForm=Inf|Voice=Act", |
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"Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", |
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"Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ", |
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"Degree=Cmp|POS=ADJ", |
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"POS=PRON|PartType=Inf", |
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"Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ", |
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"Case=Nom|Gender=Com|POS=PRON|PronType=Ind", |
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"Number=Plur|POS=PRON|PronType=Ind", |
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"POS=INTJ", |
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"Gender=Com|Number=Sing|POS=DET|PronType=Dem", |
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"Case=Gen|Number=Plur|POS=DET|PronType=Ind", |
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"Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass", |
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"Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", |
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"Degree=Cmp|POS=ADV", |
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"Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form", |
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"Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", |
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"Case=Gen|POS=PROPN", |
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"Gender=Neut|Number=Sing|POS=PRON|PronType=Ind", |
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"Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", |
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"Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", |
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"Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs", |
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"Definite=Def|Degree=Sup|POS=ADJ", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Ind", |
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"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Dem", |
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"Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", |
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"POS=PRON|PronType=Dem", |
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"Degree=Pos|Gender=Com|Number=Sing|POS=ADJ", |
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"Number=Plur|POS=NUM", |
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"POS=VERB|VerbForm=Inf|Voice=Pass", |
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"Definite=Def|Degree=Sup|Number=Sing|POS=ADJ", |
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"Number=Sing|POS=PRON|PronType=Int,Rel", |
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"Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs", |
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"Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", |
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"Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", |
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"POS=PRON", |
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"Definite=Ind|Number=Sing|POS=NOUN", |
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"Definite=Ind|Number=Sing|POS=NUM", |
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"Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN", |
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"Foreign=Yes|POS=ADV", |
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"POS=NOUN", |
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"Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", |
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"Gender=Com|Number=Plur|POS=NOUN", |
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"Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel", |
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"Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs", |
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"Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", |
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"Gender=Com|Number=Sing|POS=PRON|PronType=Ind", |
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"Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN", |
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"Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", |
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"Degree=Sup|POS=ADJ", |
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"Degree=Pos|Number=Sing|POS=ADJ", |
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"Mood=Imp|POS=VERB", |
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"Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs", |
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"Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs", |
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"POS=X", |
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"Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN", |
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"Number=Plur|POS=PRON|PronType=Dem", |
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"Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs", |
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"Number=Plur|POS=PRON|PronType=Int,Rel", |
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"Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", |
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"Degree=Cmp|Number=Plur|POS=ADJ", |
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"Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", |
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"Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", |
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"Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs", |
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"Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs", |
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"Gender=Com|POS=PRON|PronType=Int,Rel", |
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"Case=Gen|Degree=Pos|Number=Plur|POS=ADJ", |
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"Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", |
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"POS=VERB|VerbForm=Ger", |
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"Gender=Com|Number=Sing|POS=PRON|PronType=Dem", |
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"Case=Gen|POS=PRON|PronType=Int,Rel", |
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"Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass", |
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"Abbr=Yes|POS=X", |
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"Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", |
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"Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", |
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"Definite=Ind|Number=Plur|POS=NOUN", |
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"Foreign=Yes|POS=X", |
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"Number=Plur|POS=PRON|PronType=Rcp", |
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"Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs", |
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"Case=Gen|Degree=Cmp|POS=ADJ", |
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"Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", |
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"Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs", |
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"Gender=Neut|Number=Sing|POS=PRON|PronType=Dem", |
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"Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", |
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"Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form", |
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"Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes", |
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"Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", |
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"Case=Gen|Number=Plur|POS=PRON|PronType=Rcp", |
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"POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs", |
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"POS=SYM", |
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"POS=DET|PronType=Dem", |
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"Gender=Com|Number=Sing|POS=NUM", |
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"Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs", |
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"Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", |
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"Definite=Def|Degree=Abs|POS=ADJ", |
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"POS=VERB|Tense=Pres", |
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"Definite=Ind|Gender=Neut|Number=Sing|POS=NUM", |
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"Degree=Abs|POS=ADV", |
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"Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", |
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"Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel", |
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"POS=VERB|Tense=Past|VerbForm=Part", |
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"Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ", |
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"Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", |
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"Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs", |
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"Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", |
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"Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs", |
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"Definite=Ind|POS=NOUN", |
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"Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind", |
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"Definite=Ind|Gender=Com|Number=Sing|POS=NUM", |
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"Definite=Def|Number=Plur|POS=NOUN", |
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"Case=Gen|POS=NOUN", |
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"POS=AUX|Tense=Pres|VerbForm=Part" |
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], |
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"parser":[ |
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"ROOT", |
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"acl:relcl", |
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"advcl", |
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"advmod", |
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"advmod:lmod", |
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"amod", |
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"appos", |
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"aux", |
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"case", |
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"cc", |
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"ccomp", |
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"compound:prt", |
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"conj", |
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"cop", |
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"dep", |
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"det", |
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"expl", |
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"fixed", |
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"flat", |
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"iobj", |
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"list", |
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"mark", |
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"nmod", |
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"nmod:poss", |
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"nsubj", |
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"nummod", |
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"obj", |
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"obl", |
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"obl:lmod", |
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"obl:tmod", |
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"punct", |
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"xcomp" |
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], |
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"ner":[ |
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"LOC", |
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"MISC", |
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"ORG", |
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"PER" |
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], |
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"coref":[ |
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|
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], |
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"span_resolver":[ |
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|
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], |
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"entity_linker":[ |
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|
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] |
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}, |
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"pipeline":[ |
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"transformer", |
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"tagger", |
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"morphologizer", |
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"trainable_lemmatizer", |
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"parser", |
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"ner", |
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"coref", |
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"span_resolver", |
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"span_cleaner", |
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"entity_linker" |
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], |
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"components":[ |
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"transformer", |
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"tagger", |
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"morphologizer", |
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"trainable_lemmatizer", |
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"parser", |
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"ner", |
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"coref", |
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"span_resolver", |
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"span_cleaner", |
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"entity_linker" |
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], |
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"disabled":[ |
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|
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], |
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"requirements":[ |
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"spacy-experimental>=0.6.2,<0.7.0", |
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"spacy-transformers>=1.2.3,<1.3.0" |
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], |
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"performance":{ |
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"token_acc":0.9992023928, |
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"token_p":0.9970089731, |
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"token_r":0.9977052779, |
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"token_f":0.9973570039, |
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"sents_p":0.9295532646, |
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"sents_r":0.9575221239, |
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"sents_f":0.9433304272, |
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"tag_acc":0.9846798742, |
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"pos_acc":0.9842315369, |
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"morph_acc":0.9772942762, |
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"morph_micro_p":0.9894326733, |
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"morph_micro_r":0.9833448258, |
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"morph_micro_f":0.9863793562, |
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"morph_per_feat":{ |
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"p":0.9941176471, |
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"r":0.9825581395, |
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"f":0.9883040936 |
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}, |
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"Degree":{ |
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"p":0.9791666667, |
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"r":0.9715762274, |
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"f":0.9753566796 |
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}, |
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"Number":{ |
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"p":0.9824362606, |
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"r":0.9774520857, |
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"f":0.9799378355 |
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}, |
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"Definite":{ |
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"p":0.9870410367, |
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"r":0.9777492512, |
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"f":0.9823731728 |
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}, |
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"Gender":{ |
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"p":0.9781150724, |
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"r":0.9712583246, |
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"f":0.9746746395 |
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}, |
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"Mood":{ |
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"p":0.9990366089, |
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"r":0.9952015355, |
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"f":0.9971153846 |
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}, |
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"r":0.9898674981, |
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"f":0.9929632525 |
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}, |
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"p":0.9968454259, |
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"r":0.991217064, |
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"f":0.9940232778 |
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}, |
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"Voice":{ |
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"p":0.999251497, |
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"r":0.9955257271, |
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"f":0.9973851326 |
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}, |
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"AdpType":{ |
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"p":1.0, |
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"r":0.9953531599, |
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"f":0.9976711691 |
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}, |
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"PronType":{ |
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"p":0.9936708861, |
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"r":0.9918772563, |
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"f":0.9927732611 |
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}, |
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"Case":{ |
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"p":0.9984350548, |
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"r":0.9891472868, |
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"f":0.9937694704 |
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}, |
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"Person":{ |
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"p":0.9965095986, |
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"r":0.9896013865, |
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"f":0.9930434783 |
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}, |
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"Number[psor]":{ |
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"p":0.9875, |
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"r":0.975308642, |
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"f":0.9813664596 |
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}, |
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"Poss":{ |
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"p":1.0, |
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"r":0.987654321, |
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"f":0.9937888199 |
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}, |
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"PartType":{ |
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"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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}, |
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"Reflex":{ |
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"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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}, |
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"Foreign":{ |
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"p":0.5, |
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"r":0.4, |
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"f":0.4444444444 |
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}, |
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"Abbr":{ |
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"p":0.3333333333, |
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"r":0.5, |
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"f":0.4 |
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}, |
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"Style":{ |
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"p":1.0, |
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"r":0.5, |
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"f":0.6666666667 |
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}, |
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"Polite":{ |
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"p":1.0, |
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"r":0.6666666667, |
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"f":0.8 |
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} |
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}, |
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"dep_uas":0.8978522787, |
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"dep_las":0.8701623698, |
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"dep_las_per_type":{ |
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"nummod":{ |
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"p":0.8070175439, |
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"r":0.814159292, |
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"f":0.8105726872 |
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}, |
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"amod":{ |
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"p":0.8970588235, |
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"r":0.895412844, |
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"f":0.8962350781 |
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}, |
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"nmod":{ |
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"p":0.7772727273, |
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"r":0.7467248908, |
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"f":0.7616926503 |
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}, |
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"nsubj":{ |
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"p":0.9386243386, |
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"r":0.9386243386, |
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"f":0.9386243386 |
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}, |
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"flat":{ |
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"p":0.9319371728, |
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"r":0.9468085106, |
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"f":0.9393139842 |
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}, |
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"cc":{ |
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"p":0.8813559322, |
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"r":0.8609271523, |
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"f":0.8710217755 |
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}, |
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"conj":{ |
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"p":0.8392857143, |
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"r":0.8150289017, |
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"f":0.8269794721 |
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}, |
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"root":{ |
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"p":0.8807495741, |
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"r":0.9150442478, |
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"f":0.8975694444 |
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}, |
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"advmod":{ |
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"p":0.8590704648, |
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"r":0.8590704648, |
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"f":0.8590704648 |
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}, |
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"mark":{ |
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"p":0.9280898876, |
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"r":0.9198218263, |
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"f":0.9239373602 |
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}, |
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"aux":{ |
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"p":0.9813084112, |
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"r":0.9692307692, |
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"f":0.9752321981 |
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}, |
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"ccomp":{ |
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"p":0.7411764706, |
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"r":0.7974683544, |
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"f":0.7682926829 |
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}, |
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"case":{ |
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"p":0.9367631297, |
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}, |
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"sources":[ |
|
{ |
|
"name":"UD Danish DDT v2.11", |
|
"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://huggingface.co/datasets/dane", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders S\u00f8gaard" |
|
}, |
|
{ |
|
"name":"DaCoref", |
|
"url":"https://huggingface.co/datasets/alexandrainst/dacoref", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Buch-Kromann, Matthias" |
|
}, |
|
{ |
|
"name":"DaNED", |
|
"url":"https://danlp-alexandra.readthedocs.io/en/stable/docs/datasets.html#daned", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Barrett, M. J., Lam, H., Wu, M., Lacroix, O., Plank, B., & S\u00f8gaard, A." |
|
}, |
|
{ |
|
"name":"jonfd/electra-small-nordic", |
|
"author":"J\u00f3n Fri\u00f0rik Da\u00f0ason", |
|
"url":"https://huggingface.co/jonfd/electra-small-nordic", |
|
"license":"CC BY 4.0" |
|
} |
|
], |
|
"notes":"\n\n### Training\nThis model was trained using [spaCy](https://spacy.io) and logged to [Weights & Biases](https://wandb.ai/kenevoldsen/dacy-v0.2.0). You can find all the training logs [here](https://wandb.ai/kenevoldsen/dacy-v0.2.0)." |
|
} |