SMARTEDU-AQG

Automatic Question Generation of Multiple Choice Questions

Update (June 2023)

Code for generating Portuguese distractors of different types, from different resources, for two different datasets, and raking them with language models: [https://github.com/NLP-CISUC/smartedu-aqg/blob/main/Generating_Ranking_Distractors_PT.ipynb]

Described in the paper: Hugo Gonçalo Oliveira, Igor Caetano, Renato Matos, Hugo Amaro. Generating and Ranking Distractors for Multiple Choice Questions in Portuguese. Proceedings of SLATE 2023.

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Installing dependencies

To install dependencies run

python -m pip install -r requirements.txt

It is also needed to install the following packages separately

# Claucy
python -m pip install git+https://github.com/mmxgn/spacy-clausie.git

# SpaCy English language models 
python -m spacy download en_core_web_sm
python -m spacy download en_core_web_lg
pip install https://github.com/explosion/spacy-experimental/releases/download/v0.6.0/en_coreference_web_trf-3.4.0a0-py3-none-any.whl

Note: This project was originally developed using Python 3.8.