AQUA Dataset

The question-answer (QA) pairs are automatically generated using state-of-the-art question generation methods based on paintings and comments provided in an existing art understanding dataset. The QA pairs are cleansed by crowdsourcing workers with respect to their grammatical correctness, answerability, and answers' correctness. The dataset inherently consists of visual (painting-based) and knowledge (comment-based) questions.

本数据集中的问答对系通过利用现有艺术理解数据集中提供的画作与评论，采用最先进的问答生成方法自动生成。问答对经过众包工作者从语法正确性、可回答性以及答案正确性等方面进行清洗。该数据集天然地包含了视觉（基于画作）与知识（基于评论）问题。