Datasets:
RoMath - A Mathematical Reasoning Benchmarking Suite from Descriptions in π·π΄ Romanian π·π΄"
This is the official dataset for RoMath. It currently is comprised of the test and training splits for RoMath-Baccalaureate
, RoMath-Competitions
and RoMath-Synthetic
.
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 datasets: RoMath-Baccalaureate, RoMath-Competitions and RoMath-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.
Dataset Details
Dataset Description
- Curated by: Adrian Cosma, Ana-Maria Bucur, Emilian Radoi
- Language(s) (NLP): Romanian, Latex
Dataset Sources
- Repository: https://github.com/cosmaadrian/romath
- Paper: https://arxiv.org/abs/2409.11074
Uses
Fine-tuning and evaluation of Large-Language Models for Mathematical Reasoning from Romanian prompts.
Citation
@misc{cosma2024romath,
title={RoMath: A Mathematical Reasoning Benchmark in Romanian},
author={Adrian Cosma and Ana-Maria Bucur and Emilian Radoi},
year={2024},
eprint={2409.11074},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2409.11074},
}
Dataset Card Contact
For any information contact Adrian Cosma (cosma.i.adrian@gmail.com
)
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