irds/beir_fiqa_test

`beir/fiqa/test`数据集由ir-datasets包提供，主要用于文本检索任务。该数据集包含648个查询（即主题）和1,706个相关性评估（qrels）。文档部分需要使用`irds/beir_fiqa`数据集。

原始信息汇总

数据集概述

数据集名称

beir/fiqa/test

数据来源

• 来源：ir-datasets
• 原始数据集：irds/beir_fiqa

数据内容

• queries: 查询语句，共648条
• qrels: 相关性评估，共1,706条
• docs: 文档数据，需从irds/beir_fiqa获取

使用示例

python from datasets import load_dataset

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

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

引用信息

@article{Maia2018Fiqa, title={WWW18 Open Challenge: Financial Opinion Mining and Question Answering}, author={Macedo Maia and S. Handschuh and A. Freitas and Brian Davis and R. McDermott and M. Zarrouk and A. Balahur}, journal={Companion Proceedings of the The Web Conference 2018}, year={2018} } @article{Thakur2021Beir, title = "BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models", author = "Thakur, Nandan and Reimers, Nils and Rücklé, Andreas and Srivastava, Abhishek and Gurevych, Iryna", journal= "arXiv preprint arXiv:2104.08663", month = "4", year = "2021", url = "https://arxiv.org/abs/2104.08663", }