irds/medline_2017_trec-pm-2017

`medline/2017/trec-pm-2017`数据集由`ir-datasets`包提供，包含30个查询（即主题）和22,642个相关性评估（qrels）。文档部分需要使用`irds/medline_2017`数据集。该数据集主要用于文本检索任务。

The `medline/2017/trec-pm-2017` dataset is provided by the `ir-datasets` package, which contains 30 queries (i.e., topics) and 22,642 relevance judgments (qrels). The document component requires the use of the `irds/medline_2017` dataset. This dataset is primarily utilized for text retrieval tasks.

原始信息汇总

数据集概述

数据集名称

medline/2017/trec-pm-2017

数据来源

• 主要来源：irds/medline_2017

数据内容

• queries（查询主题）：数量=30
• qrels（相关性评估）：数量=22,642
• docs：使用irds/medline_2017数据集

数据使用示例

python from datasets import load_dataset

queries = load_dataset(irds/medline_2017_trec-pm-2017, queries) for record in queries: record # {query_id: ..., disease: ..., gene: ..., demographic: ..., other: ...}

qrels = load_dataset(irds/medline_2017_trec-pm-2017, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@inproceedings{Roberts2017TrecPm, title={Overview of the TREC 2017 Precision Medicine Track}, author={Kirk Roberts and Dina Demner-Fushman and Ellen M. Voorhees and William R. Hersh and Steven Bedrick and Alexander J. Lazar and Shubham Pant}, booktitle={TREC}, year={2017} }