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import json |
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from collections import defaultdict |
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from enum import Enum |
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from types import SimpleNamespace |
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from bigbio.utils.license import License |
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BigBioValues = SimpleNamespace(NULL="<BB_NULL_STR>") |
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langs_json = json.load(open("languages.json", "r")) |
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langs_dict = {k.replace("-", "_").upper(): v for k, v in json.loads(langs_json).items()} |
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Lang = Enum("Lang", langs_dict) |
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METADATA: dict = { |
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"_LOCAL": bool, |
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"_LANGUAGES": Lang, |
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"_PUBMED": bool, |
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"_LICENSE": License, |
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"_DISPLAYNAME": str, |
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} |
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class Tasks(Enum): |
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NAMED_ENTITY_RECOGNITION = "NER" |
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NAMED_ENTITY_DISAMBIGUATION = "NED" |
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EVENT_EXTRACTION = "EE" |
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RELATION_EXTRACTION = "RE" |
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COREFERENCE_RESOLUTION = "COREF" |
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QUESTION_ANSWERING = "QA" |
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TEXTUAL_ENTAILMENT = "TE" |
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SEMANTIC_SIMILARITY = "STS" |
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PARAPHRASING = "PARA" |
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TRANSLATION = "TRANSL" |
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SUMMARIZATION = "SUM" |
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TEXT_CLASSIFICATION = "TXTCLASS" |
