irds/cord19_fulltext_trec-covid

`cord19/fulltext/trec-covid`数据集由`ir-datasets`包提供，主要用于文本检索任务。数据集中包含50个查询（即主题）和69,318个相关性评估（qrels）。

原始信息汇总

数据集概述

数据集名称

cord19/fulltext/trec-covid

数据集来源

由ir-datasets提供。

数据内容

• queries：查询主题，数量为50。
• qrels：相关性评估，数量为69,318。

数据集使用示例

python from datasets import load_dataset

queries = load_dataset(irds/cord19_fulltext_trec-covid, queries) for record in queries: record # {query_id: ..., title: ..., description: ..., narrative: ...}

qrels = load_dataset(irds/cord19_fulltext_trec-covid, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@article{Voorhees2020TrecCovid, title={TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection}, author={E. Voorhees and Tasmeer Alam and Steven Bedrick and Dina Demner-Fushman and W. Hersh and Kyle Lo and Kirk Roberts and I. Soboroff and Lucy Lu Wang}, journal={ArXiv}, year={2020}, volume={abs/2005.04474} } @article{Wang2020Cord19, title={CORD-19: The Covid-19 Open Research Dataset}, author={Lucy Lu Wang and Kyle Lo and Yoganand Chandrasekhar and Russell Reas and Jiangjiang Yang and Darrin Eide and K. Funk and Rodney Michael Kinney and Ziyang Liu and W. Merrill and P. Mooney and D. Murdick and Devvret Rishi and Jerry Sheehan and Zhihong Shen and B. Stilson and A. Wade and K. Wang and Christopher Wilhelm and Boya Xie and D. Raymond and Daniel S. Weld and Oren Etzioni and Sebastian Kohlmeier}, journal={ArXiv}, year={2020} }