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This model consists of a bert-base-cased model fine-tuned for Named Entity Recognition (NER) with 18 NE tags on the Universal Dependencies English dataset.
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https://universaldependencies.org/en/index.html
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The recognized NE tags are:
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A fine-tuned bert-base-uncased model is also available.
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This model consists of a bert-base-cased model fine-tuned for Named Entity Recognition (NER) with 18 NE tags on the Universal Dependencies English dataset.
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https://universaldependencies.org/en/index.html
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The recognized NE tags are:
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| CARDINAL | cardinal value |
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|-----------------------|------------------------|
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| DATE | date value |
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| EVENT | event name |
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| FAC | building name |
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| GPE | geo-political entity |
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| LANGUAGE | language name |
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| LAW | law name |
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| LOC | location name |
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| MONEY | money name |
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| NORP | affiliation |
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| ORDINAL | ordinal value |
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| ORG | organization name |
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| PERCENT | percent value |
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| PERSON | person name |
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| PRODUCT | product name |
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| QUANTITY | quantity value |
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| TIME | time value |
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| WORK_OF_ART | name of work of art |
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A fine-tuned bert-base-uncased model is also available.
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