AQUA-RAT Dataset

Algebra Question Answering with Rationales (AQUA-RAT) is a dataset that contains algebraic word problems with rationales. The dataset consists of about 100,000 algebraic word problems with natural language rationales. Each problem is a json object consisting of four parts:
* question - A natural language definition of the problem to solve
* options - 5 possible options (A, B, C, D and E), among which one is correct
* rationale - A natural language description of the solution to the problem
* correct - The correct option

代数问题解答与推理（AQUA-RAT）数据集，该数据集包含带有推理的代数文字问题。数据集由大约10万个带有自然语言推理的代数文字问题组成。每个问题都是一个包含四个部分的 JSON 对象：
* 问题 - 对待解决问题进行自然语言定义
* 选项 - 5 个可能的选项（A、B、C、D 和 E），其中一个是正确的
* 推理 - 对问题解决方案的自然语言描述
* 正确答案 - 正确的选项

搜集汇总

背景与挑战

背景概述

AQUA-RAT Dataset is a collection of 100,000 algebraic word problems with step-by-step solutions, designed for training models to solve and explain problems. It features multiple-choice questions, detailed rationales, and is split into training, validation, and test sets.