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
O raciocínio matemático permanece inexplorado para línguas de baixo recurso, incluindo o árabe dialectal. Para combinar essa lacuna, introduzimos o DAR-MGSM (Dialectal Arabic Multilingual Grade School Math) Benchmark, o primeiro benchmark manualmente curado para avaliar o raciocínio matemático no árabe dialectal. O DAR-MGSM consiste em problemas de palavras matemáticas (MWPs) que requerem raciocínio em várias etapas e cobre cinco principais dialetos árabes ao lado do árabe padrão moderno (MSA). O benchmark inclui duas versões paralelas: traduzido-somente e traduzido & culturalmente localizado.
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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