arXiv:2504.11814cs.CL2025-04被引 3

首个支持多水平阿拉伯语写作改进的开源工具,助力学习者提升语法与表达能力。

ARWI: Arabic Write and Improve

  • 构建包含分层提示库的阿拉伯语写作编辑器,支持不同水平学习者。
  • 集成先进语法纠错与符合欧洲语言框架的作文评分系统。
  • 可自动标注语料,适合研究阿拉伯语语法纠错与学习者错误模式。

尽管阿拉伯语有超过4亿使用者,但高级写作辅助工具仍十分有限。为弥补这一空白,我们提出ARWI——首个公开可用的阿拉伯语写作助手,支持现代标准阿拉伯语作文改进。ARWI包含针对不同熟练度水平的提示数据库、阿拉伯语文本编辑器、最先进的语法错误检测与修正功能,以及符合欧洲语言参考框架(CEFR)标准的自动化作文评分系统。此外,ARWI还能用于生成不断增长的自动标注语料库,推动阿拉伯语语法纠正、作文评分研究,并揭示母语者与非母语学习者常见的错误模式。初步用户研究表明,ARWI能提供可操作反馈,帮助学习者识别语法短板、评估语言水平并指导改进。

原文摘要 · Abstract (English)

Although Arabic is spoken by over 400 million people, advanced Arabic writing assistance tools remain limited. To address this gap, we present ARWI, a new writing assistant that helps learners improve essay writing in Modern Standard Arabic. ARWI is the first publicly available Arabic writing assistant to include a prompt database for different proficiency levels, an Arabic text editor, state-of-the-art grammatical error detection and correction, and automated essay scoring aligned with the Common European Framework of Reference standards for language attainment. Moreover, ARWI can be used to gather a growing auto-annotated corpus, facilitating further research on Arabic grammar correction and essay scoring, as well as profiling patterns of errors made by native speakers and non-native learners. A preliminary user study shows that ARWI provides actionable feedback, helping learners identify grammatical gaps, assess language proficiency, and guide improvement.

写作辅助阿拉伯语自然语言处理教育AI

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