ASAGLite

This repository contains the source for the Python implementation of the paper ASAGLite: A Lightweight and Efficient Technique for Automatic Short Answer Grading.

To Generate Model

1. Create a python/jupyter environment
2. Activate the environment
3. Install dependencies
   1. pip install pandas
   2. pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
   3. pip install -U sentence-transformers
   4. pip install --user -U nltk
   5. python -m nltk.downloader popular
4. Define the configuration in config.ini
5. Train the model using python train.py