readme: ---
  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](https://www.aclweb.org/anthology/C18-1139/) and LSTM-CRF.