irds/mmarco_fr_train

Dataset Card for mmarco/fr/train

The mmarco/fr/train 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=808,731

• qrels: (relevance assessments); count=532,761

• docpairs; count=39,780,811

• For docs, use irds/mmarco_fr

Usage

from datasets import load_dataset

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

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

docpairs = load_dataset('irds/mmarco_fr_train', 'docpairs')
for record in docpairs:
    record # {'query_id': ..., 'doc_id_a': ..., 'doc_id_b': ...}

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}
}