
# Dataset Card for `mmarco/it/dev`

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

# Data

This dataset provides:
 - `queries` (i.e., topics); count=101,093
 - `qrels`: (relevance assessments); count=59,273

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

## Usage

```python
from datasets import load_dataset

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

qrels = load_dataset('irds/mmarco_it_dev', '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

```
@article{Bonifacio2021MMarco,
    title={{mMARCO}: A Multilingual Version of {MS MARCO} Passage Ranking Dataset},
    author={Luiz Henrique Bonifacio and Israel Campiotti and Roberto Lotufo and Rodrigo Nogueira},
    year={2021},
    journal={arXiv:2108.13897}
}
```

task_categories:text-retrieval source_datasets:irds/mmarco_it region:us
{"source_datasets": ["irds/mmarco_it"], "task_categories": ["text-retrieval"], "pretty_name": "`mmarco/it/dev`", "viewer": false}
TAGS
#task_categories-text-retrieval #source_datasets-irds/mmarco_it #region-us 


# Dataset Card for 'mmarco/it/dev'

The 'mmarco/it/dev' dataset, provided by the ir-datasets package.
For more information about the dataset, see the documentation.

# Data

This dataset provides:
 - 'queries' (i.e., topics); count=101,093
 - 'qrels': (relevance assessments); count=59,273

 - For 'docs', use 'irds/mmarco_it'

## Usage



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.





# Dataset Card for 'mmarco/it/dev'

The 'mmarco/it/dev' dataset, provided by the ir-datasets package.
For more information about the dataset, see the documentation. # Data

This dataset provides:
 - 'queries' (i.e., topics); count=101,093
 - 'qrels': (relevance assessments); count=59,273

 - For 'docs', use 'irds/mmarco_it' ## Usage



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.
TAGS
#task_categories-text-retrieval #source_datasets-irds/mmarco_it #region-us 
 # Dataset Card for 'mmarco/it/dev'

The 'mmarco/it/dev' dataset, provided by the ir-datasets package.
For more information about the dataset, see the documentation. # Data

This dataset provides:
 - 'queries' (i.e., topics); count=101,093
 - 'qrels': (relevance assessments); count=59,273

 - For 'docs', use 'irds/mmarco_it' ## Usage



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.
passage: TAGS
#task_categories-text-retrieval #source_datasets-irds/mmarco_it #region-us 
# Dataset Card for 'mmarco/it/dev'

The 'mmarco/it/dev' dataset, provided by the ir-datasets package.
For more information about the dataset, see the documentation.# Data

This dataset provides:
 - 'queries' (i.e., topics); count=101,093
 - 'qrels': (relevance assessments); count=59,273

 - For 'docs', use 'irds/mmarco_it'## Usage



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.