irds/clinicaltrials_2017_trec-pm-2017

`clinicaltrials/2017/trec-pm-2017`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30个查询（即主题）和13,019个相关性评估（qrels）。文档部分需要使用`irds/clinicaltrials_2017`数据集。

The `clinicaltrials/2017/trec-pm-2017` dataset, provided by the `ir-datasets` package, is primarily designed for text retrieval tasks. It contains 30 queries (i.e., topics) and 13,019 relevance judgments (qrels). The document corpus of this dataset requires the use of the `irds/clinicaltrials_2017` dataset.

原始信息汇总

数据集概述

数据集名称

clinicaltrials/2017/trec-pm-2017

数据来源

• 原始数据集：irds/clinicaltrials_2017

数据内容

• queries（查询主题）：共30个
• qrels（相关性评估）：共13,019个
• docs（文档）：使用irds/clinicaltrials_2017数据集

数据使用示例

python from datasets import load_dataset

加载查询数据

queries = load_dataset(irds/clinicaltrials_2017_trec-pm-2017, queries) for record in queries: record # {query_id: ..., disease: ..., gene: ..., demographic: ..., other: ...}

加载相关性评估数据

qrels = load_dataset(irds/clinicaltrials_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} }