irds/cord19_trec-covid_round1

--- pretty_name: '`cord19/trec-covid/round1`' viewer: false source_datasets: [] task_categories: - text-retrieval --- # Dataset Card for `cord19/trec-covid/round1` The `cord19/trec-covid/round1` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package. For more information about the dataset, see the [documentation](https://ir-datasets.com/cord19#cord19/trec-covid/round1). # Data This dataset provides: - `docs` (documents, i.e., the corpus); count=51,078 - `queries` (i.e., topics); count=30 - `qrels`: (relevance assessments); count=8,691 ## Usage ```python from datasets import load_dataset docs = load_dataset('irds/cord19_trec-covid_round1', 'docs') for record in docs: record # {'doc_id': ..., 'title': ..., 'doi': ..., 'date': ..., 'abstract': ...} queries = load_dataset('irds/cord19_trec-covid_round1', 'queries') for record in queries: record # {'query_id': ..., 'title': ..., 'description': ..., 'narrative': ...} qrels = load_dataset('irds/cord19_trec-covid_round1', 'qrels') for record in qrels: record # {'query_id': ..., 'doc_id': ..., 'relevance': ..., 'iteration': ...} ``` Note that calling `load_dataset` will download the dataset (or provide access instructions when it's not public) and make a copy of the data in 🤗 Dataset format. ## Citation Information ``` @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} } ```

原始信息汇总

数据集概述

数据集名称

cord19/trec-covid/round1

数据集来源

由ir-datasets包提供。

数据集内容

文档（docs）

• 数量：51,078
• 包含字段：doc_id, title, doi, date, abstract

查询（queries）

• 数量：30
• 包含字段：query_id, title, description, narrative

相关性评估（qrels）

• 数量：8,691
• 包含字段：query_id, doc_id, relevance, iteration

使用方法

python from datasets import load_dataset

docs = load_dataset(irds/cord19_trec-covid_round1, docs) queries = load_dataset(irds/cord19_trec-covid_round1, queries) qrels = load_dataset(irds/cord19_trec-covid_round1, qrels)

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} }