| --- |
| 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} |
| } |
| ``` |
|
|