irds/clinicaltrials_2021_trec-ct-2021

--- pretty_name: '`clinicaltrials/2021/trec-ct-2021`' viewer: false source_datasets: ['irds/clinicaltrials_2021'] task_categories: - text-retrieval --- # Dataset Card for `clinicaltrials/2021/trec-ct-2021` The `clinicaltrials/2021/trec-ct-2021` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package. For more information about the dataset, see the [documentation](https://ir-datasets.com/clinicaltrials#clinicaltrials/2021/trec-ct-2021). # Data This dataset provides: - `queries` (i.e., topics); count=75 - `qrels`: (relevance assessments); count=35,832 - For `docs`, use [`irds/clinicaltrials_2021`](https://huggingface.co/datasets/irds/clinicaltrials_2021) ## Usage ```python from datasets import load_dataset queries = load_dataset('irds/clinicaltrials_2021_trec-ct-2021', 'queries') for record in queries: record # {'query_id': ..., 'text': ...} qrels = load_dataset('irds/clinicaltrials_2021_trec-ct-2021', 'qrels') for record in qrels: record # {'query_id': ..., 'doc_id': ..., 'relevance': ..., 'iteration': ...} ``` Note that calling `load_dataset` will download the dataset (or provide access instructions when it's not public) and make a copy of the data in 🤗 Dataset format.--- 数据集展示名：`clinicaltrials/2021/trec-ct-2021` 数据集查看器：不可用 源数据集：['irds/clinicaltrials_2021'] 任务类别： - 文本检索（text-retrieval） --- # 数据集卡片：`clinicaltrials/2021/trec-ct-2021` 本数据集为`clinicaltrials/2021/trec-ct-2021`，由[ir-datasets](https://ir-datasets.com/)工具包提供。如需了解该数据集的更多详情，请参阅[官方文档](https://ir-datasets.com/clinicaltrials#clinicaltrials/2021/trec-ct-2021)。 # 数据详情 本数据集包含以下内容： - `queries`（即查询主题）：共75条 - `qrels`（相关性标注）：共35,832条 - 如需获取`docs`（文档数据），请使用 [`irds/clinicaltrials_2021`](https://huggingface.co/datasets/irds/clinicaltrials_2021) ## 使用方法 python from datasets import load_dataset queries = load_dataset('irds/clinicaltrials_2021_trec-ct-2021', 'queries') for record in queries: record # {'query_id': ..., 'text': ...} qrels = load_dataset('irds/clinicaltrials_2021_trec-ct-2021', 'qrels') for record in qrels: record # {'query_id': ..., 'doc_id': ..., 'relevance': ..., 'iteration': ...} 请注意，调用`load_dataset`将下载该数据集（若数据集未对外开放，则会提供访问指引），并将数据转换为🤗 数据集格式。

原始信息汇总

数据集概述

数据集名称

clinicaltrials/2021/trec-ct-2021

数据来源

• 源数据集：irds/clinicaltrials_2021

数据集内容

• queries（查询/主题）：共75个
• qrels（相关性评估）：共35,832个
• docs（文档）：使用irds/clinicaltrials_2021数据集

数据集用途

• 用于文本检索任务

数据集加载示例

python from datasets import load_dataset

queries = load_dataset(irds/clinicaltrials_2021_trec-ct-2021, queries) for record in queries: record # {query_id: ..., text: ...}

qrels = load_dataset(irds/clinicaltrials_2021_trec-ct-2021, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

搜集汇总

背景与挑战

背景概述

该数据集是ir-datasets包提供的临床试验文本检索数据集，包含75个查询和35,832个相关性评估，用于TREC-ct-2021任务。数据集本身不包含文档数据，需配合'irds/clinicaltrials_2021'数据集使用，适合文本检索研究和评估。