  This paper presents the first Arabic crossword puzzle generator driven by
advanced AI technology. Leveraging cutting-edge large language models including
GPT4, GPT3-Davinci, GPT3-Curie, GPT3-Babbage, GPT3-Ada, and BERT, the system
generates distinctive and challenging clues. Based on a dataset comprising over
50,000 clue-answer pairs, the generator employs fine-tuning, few/zero-shot
learning strategies, and rigorous quality-checking protocols to enforce the
generation of high-quality clue-answer pairs. Importantly, educational
crosswords contribute to enhancing memory, expanding vocabulary, and promoting
problem-solving skills, thereby augmenting the learning experience through a
fun and engaging approach, reshaping the landscape of traditional learning
methods. The overall system can be exploited as a powerful educational tool
that amalgamates AI and innovative learning techniques, heralding a
transformative era for Arabic crossword puzzles and the intersection of
technology and education.
