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{
"lang":"da",
"name":"dacy_small",
"version":"0.3.0",
"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",
"author":"Kenneth Enevoldsen, Johana Mayerova, Mikkel Krøjen Svendsen",
"email":"Kenneth.enevoldsen@cas.au.dk",
"url":"https://chcaa.io/#/",
"license":"Apache-2.0",
"spacy_version":">=3.8.14,<3.9.0",
"spacy_git_version":"0069cf9",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"tagger":[
"ADJ",
"ADP",
"ADV",
"AUX",
"CCONJ",
"DET",
"INTJ",
"NOUN",
"NUM",
"PART",
"PRON",
"PROPN",
"PUNCT",
"Polarity=Neg",
"SCONJ",
"SYM",
"VERB",
"X"
],
"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",
"NumType=Ord|POS=ADJ",
"POS=CCONJ",
"Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
"POS=VERB|VerbForm=Inf|Voice=Act",
"Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Degree=Sup|POS=ADV",
"Degree=Pos|POS=ADV",
"Gender=Com|Number=Sing|POS=DET|PronType=Ind",
"Number=Plur|POS=DET|PronType=Ind",
"POS=ADP",
"POS=ADV|PartType=Inf",
"Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act",
"Definite=Def|Degree=Pos|Number=Sing|POS=ADJ",
"Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act",
"POS=ADP|PartType=Inf",
"Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
"NumType=Card|POS=NUM",
"Degree=Pos|POS=ADJ",
"Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
"POS=PART|PartType=Inf",
"Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
"Definite=Def|Gender=Com|Number=Plur|POS=NOUN",
"Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
"Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"POS=VERB|Tense=Pres|VerbForm=Part",
"Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN",
"Definite=Def|Degree=Sup|Number=Plur|POS=ADJ",
"Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"POS=AUX|VerbForm=Inf|Voice=Act",
"Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
"Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ",
"Degree=Cmp|POS=ADJ",
"POS=PRON|PartType=Inf",
"Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ",
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"Number=Plur|POS=PRON|PronType=Ind",
"POS=INTJ",
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"Case=Gen|Number=Plur|POS=DET|PronType=Ind",
"Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass",
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"Case=Gen|POS=PROPN",
"Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
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"Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
"Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs",
"Definite=Def|Degree=Sup|POS=ADJ",
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"Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs",
"Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
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"Definite=Ind|Number=Sing|POS=NOUN",
"Definite=Ind|Number=Sing|POS=NUM",
"Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN",
"Foreign=Yes|POS=ADV",
"POS=NOUN",
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"Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel",
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"Mood=Imp|POS=VERB",
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"POS=VERB|VerbForm=Ger",
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"Case=Gen|Degree=Cmp|POS=ADJ",
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"Degree=Sup|Number=Plur|POS=ADJ",
"Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part"
],
"parser":[
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"acl:relcl",
"advcl",
"advmod",
"advmod:lmod",
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"obl:tmod",
"punct",
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],
"ner":[
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"MISC",
"ORG",
"PER"
]
},
"pipeline":[
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"tagger",
"morphologizer",
"trainable_lemmatizer",
"parser",
"ner"
],
"components":[
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"tagger",
"morphologizer",
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"parser",
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],
"disabled":[
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"performance":{
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},
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"ents_f":0.8325,
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"ents_per_type":{
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"MISC":{
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"r":0.8229166667,
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"LOC":{
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"r":0.84375,
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"ORG":{
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},
"coref_p":0.0,
"coref_r":0.0,
"nel_micro_f":0.0,
"nel_micro_r":0.0,
"nel_micro_p":0.0,
"transformer_loss":49471.7168840343,
"tagger_loss":1089.4397839382,
"morphologizer_loss":1975.7927071452,
"trainable_lemmatizer_loss":7829.6738185883,
"parser_loss":12577.8125,
"ner_loss":525.0030517578
},
"requirements":[
"spacy-transformers>=1.4.0,<1.5.0",
"spacy>=3.8.14,<3.9.0"
],
"sources":[
{
"name":"UD Danish DDT v2.18",
"url":"https://github.com/UniversalDependencies/UD_Danish-DDT",
"license":"CC BY-SA 4.0",
"author":"Johannsen, Anders; Martínez Alonso, Héctor; 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 Søgaard"
},
{
"name":"jonfd/electra-small-nordic",
"author":"Jón Friðrik Daðason",
"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)."
}