irds/medline_2004_trec-genomics-2004

`medline/2004/trec-genomics-2004`数据集由`ir-datasets`包提供，包含50个查询（即主题）和8,268个相关性评估（qrels）。文档部分需要使用`irds/medline_2004`数据集。该数据集主要用于文本检索任务。

The `medline/2004/trec-genomics-2004` dataset is provided via the `ir-datasets` package, containing 50 queries (i.e., topics) and 8,268 relevance judgments (qrels). The document component of this dataset requires the use of the `irds/medline_2004` dataset. This dataset is primarily used for text retrieval tasks.

原始信息汇总

数据集概述

数据集名称

medline/2004/trec-genomics-2004

数据来源

• 主数据集: irds/medline_2004

数据内容

• queries: 查询（主题），共50个
• qrels: 相关性评估，共8,268条
• docs: 使用irds/medline_2004数据集

数据使用示例

python from datasets import load_dataset

queries = load_dataset(irds/medline_2004_trec-genomics-2004, queries) for record in queries: record # {query_id: ..., title: ..., need: ..., context: ...}

qrels = load_dataset(irds/medline_2004_trec-genomics-2004, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@inproceedings{Hersh2004TrecGenomics, title={TREC 2004 Genomics Track Overview}, author={William R. Hersh and Ravi Teja Bhuptiraju and Laura Ross and Phoebe Johnson and Aaron M. Cohen and Dale F. Kraemer}, booktitle={TREC}, year={2004} }