ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications
Proceedings of ArabicNLP 2023 (First Arabic Natural Language Processing Conference), co-located with EMNLP 2023, Singapore (hybrid)
Presented on , 15 citations on Google Scholar
In short
The paper presents the first AI-driven Arabic crossword puzzle generator, using GPT-4, GPT-3 variants and BERT with fine-tuning, few/zero-shot prompting and quality filtering. It builds on a dataset of over 50,000 clue-answer pairs to produce clues for educational crosswords.
Cite
@inproceedings{zeinalipour-etal-2023-arabicros,
title = "{A}rab{I}cros: {AI}-Powered {A}rabic Crossword Puzzle Generation for Educational Applications",
author = "Zeinalipour, Kamyar and
Saad, Mohamed and
Maggini, Marco and
Gori, Marco",
editor = "Sawaf, Hassan and
El-Beltagy, Samhaa and
Zaghouani, Wajdi and
Magdy, Walid and
Abdelali, Ahmed and
Tomeh, Nadi and
Abu Farha, Ibrahim and
Habash, Nizar and
Khalifa, Salam and
Keleg, Amr and
Haddad, Hatem and
Zitouni, Imed and
Mrini, Khalil and
Almatham, Rawan",
booktitle = "Proceedings of {A}rabic{NLP} 2023",
month = dec,
year = "2023",
address = "Singapore (Hybrid)",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.arabicnlp-1.23/",
doi = "10.18653/v1/2023.arabicnlp-1.23",
pages = "288--301"
}