irds/mr-tydi_ar_dev

mr-tydi/ar/dev数据集，由ir-datasets包提供，包含3,115个查询及其相关性评估，用于文本检索任务。文档数据需从irds/mr-tydi_ar获取。

原始信息汇总

数据集概述

数据集名称

mr-tydi/ar/dev

数据集来源

由ir-datasets提供。

数据内容

• queries（查询）: 数量=3,115
• qrels（相关性评估）: 数量=3,115
• docs（文档）: 使用irds/mr-tydi_ar

使用示例

python from datasets import load_dataset

queries = load_dataset(irds/mr-tydi_ar_dev, queries) for record in queries: record # {query_id: ..., text: ...}

qrels = load_dataset(irds/mr-tydi_ar_dev, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@article{Zhang2021MrTyDi, title={{Mr. TyDi}: A Multi-lingual Benchmark for Dense Retrieval}, author={Xinyu Zhang and Xueguang Ma and Peng Shi and Jimmy Lin}, year={2021}, journal={arXiv:2108.08787}, } @article{Clark2020TyDiQa, title={{TyDi QA}: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages}, author={Jonathan H. Clark and Eunsol Choi and Michael Collins and Dan Garrette and Tom Kwiatkowski and Vitaly Nikolaev and Jennimaria Palomaki}, year={2020}, journal={Transactions of the Association for Computational Linguistics} }