text-to-role-classification

Webserver hosting a semantic role labeling model. Can make predictions

• argm-phrases.json The labeled training data
• train_model.py Trains the model from the file argm-phrases.json and stores the model in model.pkl
• model.pkl The model to be used in the webserver to make predictions
• server.py The flask webserver hosting the model for predictions
• example_request.py Example of using the API.

Usage:

• installation:
  • pip install -r requirements.txt
• training:
  • python train_model.py
• run API server:
  • python server.py
• API usage:
  • POST
  • http://localhost:5000/predict
  • jsondata = ["Great", "Bad"]
  • curl -H "Content-Type: application/json" -X POST -d '["Great", "Bad"]' http://localhost:5000/predict