quotientai/natural-qa-random-67-with-AI-search-answers

该数据集是从Natural Questions数据集中筛选出的高质量答案子集，包含了手动标注的好答案，并加入了三个AI搜索引擎（Perplexity、Gemini、Exa AI）生成的原始和解析后的答案，用于比较和评估。数据集适用于评估AI生成答案的质量、训练模型生成高质量搜索答案以及基准测试AI搜索引擎。数据集的字段包括URL、输入文本、完成文本、标签、反馈以及各个AI搜索引擎的原始和解析后的答案。数据集的创建目的是为了提供一个可靠的搜索回答任务的基准。

This dataset is a refined subset of the Natural Questions dataset, filtered to include only high-quality answers as labeled manually. The dataset includes ground truth examples of good answers, defined as responses that are correct, clear, and sufficient for the given questions. Additionally, answers generated by three AI search engines (Perplexity, Gemini, Exa AI) have been incorporated to provide both raw and parsed outputs for comparison and evaluation. The purpose of the dataset is to evaluate the quality of AI-generated answers, train models to generate high-quality search-based answers, and benchmark AI search engines while improving their response parsing capabilities.