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.

翻译：本文提出首个基于先进AI技术的阿拉伯语填字游戏生成器。该系统利用包括GPT4、GPT3-Davinci、GPT3-Curie、GPT3-Babbage、GPT3-Ada和BERT在内的前沿大语言模型，生成独特且具有挑战性的线索。基于包含超过50,000组线索-答案对的数据集，该生成器采用微调、少/零样本学习策略以及严格的质量检测协议，以确保高质量线索-答案对的生成。重要的是，教育类填字游戏有助于增强记忆力、扩展词汇量并培养解决问题的能力，从而通过趣味互动的学习方式提升学习体验，重塑传统教学模式的格局。整体系统可作为一种融合AI与创新学习技术的强大教育工具，标志着阿拉伯语填字游戏以及技术与教育交叉领域的变革性时代的到来。