README.md

metadata

pretty_name: '`mmarco/it/dev`'
viewer: false
source_datasets:
  - irds/mmarco_it
task_categories:
  - text-retrieval

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

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}
}