metadata
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.