five

ParaMAWPS

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arXiv2025-09-30 收录
下载链接:
https://github.com/starscream-11813/variational-mathematical-reasoning/
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资源简介:
该数据集是一个大型的数学单词问题(MWPs)集合,包含了16,278个单一方程的数学题目。这些题目是在原始MAWPS数据集的基础上生成的,并包含了释义、对抗性以及逆向变体。数据集中还包含了改变短语顺序、替换对象和实体名称、添加无关信息以及倒置问题的多种变体,这些变体的设计旨在提高在此数据集上训练的模型的鲁棒性。该数据集的规模属于大型(16,278个问题),其任务是解决数学单词问题。

This dataset is a large-scale collection of mathematical word problems (MWPs), which contains 16,278 single-equation math problems. All problems are generated based on the original MAWPS dataset, and incorporate paraphrased, adversarial, and reversed variants. The dataset also includes multiple variant types, such as altered phrase order, substituted object and entity names, added irrelevant contextual information, and inverted problem structures, which are specifically designed to improve the robustness of models trained on this dataset. As a large-scale dataset with 16,278 problems, its core task is mathematical word problem solving.
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