ArabIcros：面向教育应用的AI驱动阿拉伯语填字游戏生成系统
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications
AI总结：
本研究推出首个AI驱动的阿拉伯语填字游戏生成系统ArabIcros，基于5万余条线索-答案对数据集，结合多类大模型与微调、少/零样本学习及质量校验生成高质量填字内容，可作为教育工具助力语言学习，推动AI与教育交叉领域发展。
摘要：
本文提出了首个由先进AI技术驱动的阿拉伯语填字游戏生成器ArabIcros。该系统借助GPT4、GPT3-Davinci、GPT3-Curie、GPT3-Babbage、GPT3-Ada和BERT等前沿大语言模型，生成独特且具有挑战性的线索。基于包含超过50000条线索-答案对的数据集，生成器采用微调、少样本/零样本学习策略以及严格的质量检查协议，确保生成高质量的线索-答案对。重要的是，教育类填字游戏有助于增强记忆力、扩大词汇量并提升问题解决能力，从而通过有趣且引人入胜的方式丰富学习体验，重塑传统学习方法的格局。整个系统可作为融合AI与创新学习技术的强大教育工具，开启阿拉伯语填字游戏以及科技与教育交叉领域的变革时代。
英文摘要：
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.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
