metadata
tags:
- flair
- token-classification
- sequence-tagger-model
language: en
widget:
- text: >-
SELECT shipping FROM users WHERE shipping = '201 Thayer St Providence RI
02912'
English PII in Flair
This is the large 5-class NER model for English trained on protocol trace data generated by Privy
F1-Score: 0.9522
Predicts 5 tags:
| tag | meaning |
|---|---|
| PER | person name |
| LOC | location name |
| ORG | organization name |
| DATE_TIME | dates and times |
| NRP | nationalities, religious and political groups |
Uses distilbert embeddings.