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--- |
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tags: |
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- flair |
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- token-classification |
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- sequence-tagger-model |
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language: en |
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widget: |
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- text: "Delphi SQL developer" |
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example_title: "Example 1" |
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- 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" |
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example_title: "Example 2" |
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- 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." |
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example_title: "Example 3" |
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|
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--- |
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## English NER in Flair (Ontonotes fast model) |
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F1-Score: **84.3** (Ontonotes) |
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Predicts 2 tags: |
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| tag | meaning | |
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|---------------------------------|-----------| |
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| SKILL | skill name | |
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| EXPERIENCE | year of experience | |
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Based on [Flair embeddings](https://www.aclweb.org/anthology/C18-1139/) and LSTM-CRF. |
