irds/mmarco_pt

Dataset Card for mmarco/pt

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

Data

This dataset provides:

• docs (documents, i.e., the corpus); count=8,841,823

This dataset is used by: mmarco_pt_dev, mmarco_pt_dev_small, mmarco_pt_dev_v1.1, mmarco_pt_train, mmarco_pt_train_v1.1

Usage

from datasets import load_dataset

docs = load_dataset('irds/mmarco_pt', 'docs')
for record in docs:
    record # {'doc_id': ..., 'text': ...}

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}
}