metadata
tags:
- flair
- token-classification
- sequence-tagger-model
language: en
widget:
- text: Delphi SQL developer
example_title: Example 1
- text: >-
Searching for new opportunities as Junior Node.js JavaScript backend
developer. Over 15 years of experience in different IT areas. Experience
with: Node.js JavaScript MongoDB HTML CSS Java Lotus Script websocket
socket.io Docker babel Webpack MySQL JSON React
example_title: Example 2
- text: >-
Experienced Chief Executive Officer with a demonstrated history of working
in the wholesale industry. Skilled in Customer Service, Sales, Strategic
Planning, and Business Development. Strong business development
professional.
example_title: Example 3
English NER in Flair (Ontonotes fast model)
F1-Score: 84.3 (Ontonotes)
Predicts 2 tags:
| tag | meaning |
|---|---|
| SKILL | skill name |
| EXPERIENCE | year of experience |
| Based on Flair embeddings and LSTM-CRF. |