| ## Overview | |
| 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: | |
| | CARDINAL | cardinal value | | |
| |-----------------------|------------------------| | |
| | DATE | date value | | |
| | EVENT | event name | | |
| | FAC | building name | | |
| | GPE | geo-political entity | | |
| | LANGUAGE | language name | | |
| | LAW | law name | | |
| | LOC | location name | | |
| | MONEY | money name | | |
| | NORP | affiliation | | |
| | ORDINAL | ordinal value | | |
| | ORG | organization name | | |
| | PERCENT | percent value | | |
| | PERSON | person name | | |
| | PRODUCT | product name | | |
| | QUANTITY | quantity value | | |
| | TIME | time value | | |
| | WORK_OF_ART | name of work of art | | |
| A fine-tuned bert-base-uncased model is also available. |