irds/tripclick_train_head

---
pretty_name: '`tripclick/train/head`'
viewer: false
source_datasets: ['irds/tripclick']
task_categories:
- text-retrieval
---

# Dataset Card for `tripclick/train/head`

The `tripclick/train/head` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package.
For more information about the dataset, see the [documentation](https://ir-datasets.com/tripclick#tripclick/train/head).

# Data

This dataset provides:
- `queries` (i.e., topics); count=3,529
- `qrels`: (relevance assessments); count=116,821

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

This dataset is used by: [`tripclick_train_head_dctr`](https://huggingface.co/datasets/irds/tripclick_train_head_dctr)

## Usage

```python
from datasets import load_dataset

queries = load_dataset('irds/tripclick_train_head', 'queries')
for record in queries:
record # {'query_id': ..., 'text': ...}

qrels = load_dataset('irds/tripclick_train_head', '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{Rekabsaz2021TripClick,
title={TripClick: The Log Files of a Large Health Web Search Engine},
author={Navid Rekabsaz and Oleg Lesota and Markus Schedl and Jon Brassey and Carsten Eickhoff},
year={2021},
booktitle={SIGIR}
}
```

原始信息汇总

数据集概述

数据集名称

tripclick/train/head

数据来源

• 原始数据集：irds/tripclick

数据内容

• queries（查询主题）：数量为3,529
• qrels（相关性评估）：数量为116,821
• docs（文档）：使用数据集irds/tripclick

数据用途

该数据集被用于tripclick_train_head_dctr。

数据加载示例

python from datasets import load_dataset

queries = load_dataset(irds/tripclick_train_head, queries) for record in queries: record # {query_id: ..., text: ...}

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

引用信息

@inproceedings{Rekabsaz2021TripClick, title={TripClick: The Log Files of a Large Health Web Search Engine}, author={Navid Rekabsaz and Oleg Lesota and Markus Schedl and Jon Brassey and Carsten Eickhoff}, year={2021}, booktitle={SIGIR} }