irds/disks45_nocr_trec-robust-2004_fold1

`disks45/nocr/trec-robust-2004/fold1`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（queries）和62,789个相关性评估（qrels）。文档数据需要从`irds/disks45_nocr`数据集中获取。

原始信息汇总

数据集概述

数据集名称

disks45/nocr/trec-robust-2004/fold1

数据来源

• 源数据集: irds/disks45_nocr

任务类别

• 文本检索

数据内容

• queries: 查询（主题），数量为50
• qrels: 相关性评估，数量为62,789
• docs: 使用数据集 irds/disks45_nocr

使用示例

python from datasets import load_dataset

queries = load_dataset(irds/disks45_nocr_trec-robust-2004_fold1, queries) for record in queries: record # {query_id: ..., text: ...}

qrels = load_dataset(irds/disks45_nocr_trec-robust-2004_fold1, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ...}

引用信息

@misc{Voorhees1996Disks45, title = {NIST TREC Disks 4 and 5: Retrieval Test Collections Document Set}, author = {Ellen M. Voorhees}, doi = {10.18434/t47g6m}, year = {1996}, publisher = {National Institute of Standards and Technology} } @inproceedings{Voorhees2004Robust, title={Overview of the TREC 2004 Robust Retrieval Track}, author={Ellen Voorhees}, booktitle={TREC}, year={2004} } @inproceedings{Huston2014ACO, title={A Comparison of Retrieval Models using Term Dependencies}, author={Samuel Huston and W. Bruce Croft}, booktitle={CIKM}, year={2014} }