Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles
Proceedings of the Ninth Italian Conference on Computational Linguistics (CLiC-it 2023), Venice, Italy, CEUR Workshop Proceedings Vol-3596
Presented on , 18 citations on Google Scholar
In short
The paper builds a system that generates and checks Italian crossword clues, fine-tuning GPT-3 models and BERT on a large set of clue-answer pairs and using zero/few-shot prompting to draw clues from texts. Classifiers trained on human-labeled data filter out weak clues, and the evaluation showed the approach produces good educational crosswords.
Cite
@inproceedings{zeinalipour2023italian,
title = {Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles},
author = {Kamyar Zeinalipour and Tommaso Iaquinta and Asya Zanollo and Giovanni Angelini and Leonardo Rigutini and Marco Maggini and Marco Gori},
booktitle = {Proceedings of the Ninth Italian Conference on Computational Linguistics (CLiC-it 2023)},
year = {2023},
series = {CEUR Workshop Proceedings},
volume = {3596},
url = {https://arxiv.org/abs/2311.15723}
}