Building Bridges of Knowledge: Innovating Education with Automated Crossword Generation
2023 International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA, pages 1228-1236, IEEE
Presented on , 12 citations on Google Scholar
In short
The paper combines GPT-3, GPT2-XL and BERT into a system that generates and verifies crossword clues for educational use, trained on over seven million clue-answer pairs from 1913 to mid-2021. Fine-tuned classifiers and zero-shot checks remove weak clue-answer pairs, and the evaluation results were positive.
Cite
@inproceedings{Zeinalipour_2023,
title={Building Bridges of Knowledge: Innovating Education with Automated Crossword Generation},
url={http://dx.doi.org/10.1109/ICMLA58977.2023.00185},
DOI={10.1109/icmla58977.2023.00185},
booktitle={2023 International Conference on Machine Learning and Applications (ICMLA)},
publisher={IEEE},
author={Zeinalipour, Kamyar and Iaquinta, Tommaso and Angelini, Giovanni and Rigutini, Leonardo and Maggini, Marco and Gori, Marco},
year={2023},
month=Dec,
pages={1228–1236}
}