Read original ↗
paperarXivTrust 82 · PrimaryPublished 4d agoLive · 3d ago

PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

Mathematical reasoning has become a central task for evaluating and tuning reasoning Large Language Models (LLMs), yet existing benchmarks remain heavily biased toward high-resource languages, with English and Chinese dominating both pre-training corpora and evaluation suites. The recently released PolyMath (Wang et al., 2025) dataset represents a significant step forward, yet its coverage is still limited to 18 only high-resource languages. To address this gap, we introduce PluraMath, an extension of PolyMath to 18 additional {underrepresented languages spanning 6 language families -- ranging

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

  • Linked via arxiv authorDaryna Dementieva

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorNikolay Babakov

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorKathy Hämmerl

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorIlseyar Alimova

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorJindřich Libovický

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorShu Okabe

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorMiras Baisbay

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorLukas Edman

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorAbrorkhon Inomkhujaev

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorAntonia Karamolegkou

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorMateusz Lango

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorVolkan Özer

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorNikola Selic

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorSubhankar Swain

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorTsedeniya Kinfe Temesgen

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorGalit Bary Weisberg

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

  • Linked via arxiv authorAlexander Fraser

    PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

Implements

Covers

authored (incoming)

Implements (incoming)

Related across the graph

Topics