Automatic Question Generation and Short Answer Scoring system

Instalation

The first think you have to do is install the requirements. You can do it with the following command:

pip install -r requirements.txt

Question Generation model

The model used on this application is the checkpoint provided by UniLM that you can download from here: here.

Once you downloaded the checkpoint create the pretrained_models/ directory and save the checkpoint there.

How to run

The host and port arguments are only necessary if you want to open a server through internet. If you want to just open the server for local usage skip those parameters.

Linux

export FLASK_APP=server.py
flask run --host=YOUR_LOCAL_IP --port=PORT

Windows

$env:FLASK_APP = "server.py"
flask run --host=YOUR_LOCAL_IP --port=PORT

Credits

This application is powered by the following resources:

• Transformers (🤗 Huggingface)
• Flair (FlairNLP)
• UniLM (Microsoft)