irds/gov_trec-web-2003

`gov/trec-web-2003`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50个查询（即主题）和51,062个相关性评估。文档部分需要使用`irds/gov`数据集。

The `gov/trec-web-2003` dataset, provided by the ir-datasets package, is primarily used for text retrieval tasks. It contains 50 queries (i.e., topics) and 51,062 relevance judgments. The document corpus of this dataset requires the use of the `irds/gov` dataset.

原始信息汇总

数据集概述

数据集名称

gov/trec-web-2003

数据来源

• 来源：ir-datasets
• 源数据集：irds/gov

数据内容

• queries（查询主题）：共50个
• qrels（相关性评估）：共51,062个
• docs（文档）：使用irds/gov数据集

使用示例

python from datasets import load_dataset

queries = load_dataset(irds/gov_trec-web-2003, queries) for record in queries: record # {query_id: ..., title: ..., description: ...}

qrels = load_dataset(irds/gov_trec-web-2003, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@inproceedings{Craswell2003TrecWeb, title={Overview of the TREC 2003 Web Track}, author={Nick Craswell and David Hawking and Ross Wilkinson and Mingfang Wu}, booktitle={TREC}, year={2003} }