Noor Abo Mokh, Teresa Lynn, Nizar Habash, Ahmed Elshabrawy, Sara Alhajeri, Alaa Elsetohy, Preslav Nakov, Alham Fikri Aji · 2026 · arXiv
DOI: 10.48550/arXiv.2610.28607 · open-access PDF
数学推理对于低资源的语言,包括方言阿拉伯语,仍然未被探索,为了弥合这种差距,我们引入了DAR-MGSM(方言阿拉伯语多语言学位数学)基准,这是评估方言阿拉伯语数学推理的第一个手工编制的基准。DAR-MGSM包括需要多步推理的数学单词问题(MWPs),并涵盖了五个主要的阿拉伯语方言以及现代标准阿拉伯语(MSA)。
Machine translation (Meta M2M100); the English original follows.
Mathematical reasoning remains underexplored for low-resource languages, including Dialectal Arabic. To bridge this gap, we introduce the DAR-MGSM (Dialectal Arabic Multilingual Grade School Math) Benchmark, the first manually curated benchmark for evaluating mathematical reasoning in Dialectal Arabic. DAR-MGSM consists of math word problems (MWPs) requiring multi-step reasoning and covers five major Arabic dialects alongside Modern Standard Arabic (MSA). The benchmark comprises two parallel versions: translated-only and translated & culturally localized. The latter version adapts entities
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