| --- |
| pretty_name: '`trec-robust04/fold1`' |
| viewer: false |
| source_datasets: ['irds/trec-robust04'] |
| task_categories: |
| - text-retrieval |
| --- |
| |
| # Dataset Card for `trec-robust04/fold1` |
|
|
| The `trec-robust04/fold1` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package. |
| For more information about the dataset, see the [documentation](https://ir-datasets.com/trec-robust04#trec-robust04/fold1). |
|
|
| # Data |
|
|
| This dataset provides: |
| - `queries` (i.e., topics); count=50 |
| - `qrels`: (relevance assessments); count=62,789 |
|
|
| - For `docs`, use [`irds/trec-robust04`](https://huggingface.co/datasets/irds/trec-robust04) |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| queries = load_dataset('irds/trec-robust04_fold1', 'queries') |
| for record in queries: |
| record # {'query_id': ..., 'text': ...} |
| |
| qrels = load_dataset('irds/trec-robust04_fold1', 'qrels') |
| for record in qrels: |
| record # {'query_id': ..., 'doc_id': ..., 'relevance': ...} |
| |
| ``` |
|
|
| 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{Voorhees2004Robust, |
| title={Overview of the TREC 2004 Robust Retrieval Track}, |
| author={Ellen Voorhees}, |
| booktitle={TREC}, |
| year={2004} |
| } |
| @inproceedings{Huston2014ACO, |
| title={A Comparison of Retrieval Models using Term Dependencies}, |
| author={Samuel Huston and W. Bruce Croft}, |
| booktitle={CIKM}, |
| year={2014} |
| } |
| ``` |
|
|