irds/medline_2017_trec-pm-2018

---
pretty_name: '`medline/2017/trec-pm-2018`'
viewer: false
source_datasets: ['irds/medline_2017']
task_categories:
- text-retrieval
---

# Dataset Card for `medline/2017/trec-pm-2018`

The `medline/2017/trec-pm-2018` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package.
For more information about the dataset, see the [documentation](https://ir-datasets.com/medline#medline/2017/trec-pm-2018).

# Data

This dataset provides:
- `queries` (i.e., topics); count=50
- `qrels`: (relevance assessments); count=22,429

- For `docs`, use [`irds/medline_2017`](https://huggingface.co/datasets/irds/medline_2017)

## Usage

```python
from datasets import load_dataset

queries = load_dataset('irds/medline_2017_trec-pm-2018', 'queries')
for record in queries:
record # {'query_id': ..., 'disease': ..., 'gene': ..., 'demographic': ...}

qrels = load_dataset('irds/medline_2017_trec-pm-2018', '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.

## Citation Information

```
@inproceedings{Roberts2018TrecPm,
title={Overview of the TREC 2018 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},
booktitle={TREC},
year={2018}
}
```

原始信息汇总

数据集概述

数据集名称

medline/2017/trec-pm-2018

数据来源

• 主数据集：irds/medline_2017

数据内容

• queries（查询主题）：共50个
• qrels（相关性评估）：共22,429个
• docs（文档）：使用irds/medline_2017数据集

数据使用示例

python from datasets import load_dataset

queries = load_dataset(irds/medline_2017_trec-pm-2018, queries) for record in queries: record # {query_id: ..., disease: ..., gene: ..., demographic: ...}

qrels = load_dataset(irds/medline_2017_trec-pm-2018, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@inproceedings{Roberts2018TrecPm, title={Overview of the TREC 2018 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}, booktitle={TREC}, year={2018} }