NAMAA-Space/Ara-TyDi-Triplet

该数据集是Mr. TyDi数据集的阿拉伯语子集的转换版本，专门用于训练检索和重新排序模型。数据集采用三元组格式，每个查询与一个正面段落和多个负面段落中的一个配对。数据集包含362,000行数据，适用于成对排序任务和对比学习方法。数据集结构包括训练分割，字段包括查询、正面段落和负面段落。数据集专注于阿拉伯语，并提供了加载和使用数据集的示例代码。

This dataset is a transformed version of the Arabic subset of the Mr. TyDi dataset, designed specifically for training retrieval and re-ranking models. Each query is paired with a positive passage and one of the multiple negative passages in a triplet format: (query, positive, negative). This restructuring resulted in a total of 362,000 rows, making it ideal for pairwise ranking tasks and contrastive learning approaches. The dataset maintains the original purpose of Mr. TyDi for monolingual retrieval, while offering a simplified and scalable format for learning-to-rank tasks. The dataset focuses exclusively on the Arabic subset of Mr. TyDi.