ArabiGEE: A Hierarchical Taxonomy for Arabic Grammatical Error Explanation
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Abstract (arXiv)
We introduce ArabiGEE, the first comprehensive Arabic grammatical error explanation (GEE) taxonomy grounded in explicit error types. Unlike existing GEE approaches that treat explanation generation as free-form text, ArabiGEE organizes grammatical explanations through a hierarchical structure spanning orthographic, morphological, syntactic, and lexical dimensions. The taxonomy consists of 27 error types, 140 correction types, and 324 associated explanations. We apply ArabiGEE to manually annotate portions of existing Arabic grammatical error correction corpora and demonstrate how structured grammatical explanations can support automatic evaluation of LLMs on Arabic GEE. Our code and data are publicly available.
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References · 9
- 2023Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigationcited by 22
- 2021Automatic Error Type Annotation for Arabiccited by 21
- 2022Czech Grammar Error Correction with a Large and Diverse Corpuscited by 17
- 2023GEE! Grammar Error Explanation with Large Language Modelscited by 15
- 2020Classifying Syntactic Errors in Learner Languagecited by 11
- 2024How Ready Are Generative Pre-trained Large Language Models for Explaining Bengali Grammatical Errors?cited by 11
- 2025Enhancing Text Editing for Grammatical Error Correction: Arabic as a Case Studycited by 9
- 2024Gazelle: An Instruction Dataset for Arabic Writing Assistancecited by 4
- 2026Arabic Sentence Segmentation Across Genres and Punctuation Conditionscited by 1
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