flask-ner

Deploying Tranformer-based NER Models from any domain Link to FYP Project: https://dr.ntu.edu.sg/entities/publication/0e922184-1dda-4d50-b9d9-94f68cb6cba7

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Instructions to Run:

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1. Clone folder to local
2. Create virtual env and install requirements using 'pip install -r requirements.txt'
3. Replace 'model.bin' and 'tokenizer' with your own model
4. Edit model_config.yaml file to change model configurations
5. Under ner_model.py, make changes to map_label() and map_color() functions to change entities and their respective colours according to the model
6. Run 'python app.py' to start flask app

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