readme: ---
  language:
  - en
  tags:
  - ner
  metrics:
  - seqeval
  ---
  
  ## Overview
  This model consists of a bert-base-uncased model fine-tuned for Named Entity Recognition (NER) with 18 NE tags on the Universal Dependencies English dataset.
  \
  https://universaldependencies.org/en/index.html
  \
  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-cased model is also available.