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RoMath: A Mathematical Reasoning Benchmark in Romanian

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arxiv 2409.11074 v3 pith:RZ454O4J submitted 2024-09-17 cs.CL cs.AI

RoMath: A Mathematical Reasoning Benchmark in Romanian

classification cs.CL cs.AI
keywords languagemathematicalbenchmarkmodelsromanianromathlanguagesmathematics
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Mathematics has long been conveyed through natural language, primarily for human understanding. With the rise of mechanized mathematics and proof assistants, there is a growing need to understand informal mathematical text, yet most existing benchmarks focus solely on English, overlooking other languages. This paper introduces RoMath, a Romanian mathematical reasoning benchmark suite comprising three subsets: Baccalaureate, Competitions and Synthetic, which cover a range of mathematical domains and difficulty levels, aiming to improve non-English language models and promote multilingual AI development. By focusing on Romanian, a low-resource language with unique linguistic features, RoMath addresses the limitations of Anglo-centric models and emphasizes the need for dedicated resources beyond simple automatic translation. We benchmark several open-weight language models, highlighting the importance of creating resources for underrepresented languages. Code and datasets are be made available.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. RoMathExam: A Longitudinal Dataset of Romanian Math Exams (1895-2025) with a Seven-Decade Core (1957-2025)

    cs.CY 2026-03 unverdicted novelty 7.0

    RoMathExam supplies a century-long collection of Romanian math exams together with a new intrinsic complexity metric that correlates across frontier models at r > 0.72.