irds/mr-tydi_id_train

mr-tydi/id/train数据集是一个用于文本检索任务的数据集，包含4,902个查询和相关性评估。文档数据来源于`irds/mr-tydi_id`数据集。

原始信息汇总

Dataset Card for mr-tydi/id/train

Overview

• Dataset Name: mr-tydi/id/train
• Provider: ir-datasets
• Documentation: Link

Data Details

Provided Data

• Queries: 4,902 topics
• Qrels: 4,902 relevance assessments

Additional Data Source

• Docs: irds/mr-tydi_id

Usage Example

python from datasets import load_dataset

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

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

Citation

@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} }