Dataset Card for msmarco-document-v2

The msmarco-document-v2 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=11,959,635

This dataset is used by: msmarco-document-v2_trec-dl-2019, msmarco-document-v2_trec-dl-2019_judged, msmarco-document-v2_trec-dl-2020, msmarco-document-v2_trec-dl-2020_judged

Usage

from datasets import load_dataset

docs = load_dataset('irds/msmarco-document-v2', 'docs')
for record in docs:
    record # {'doc_id': ..., 'url': ..., 'title': ..., 'headings': ..., 'body': ...}

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{Bajaj2016Msmarco,
  title={MS MARCO: A Human Generated MAchine Reading COmprehension Dataset},
  author={Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, Mir Rosenberg, Xia Song, Alina Stoica, Saurabh Tiwary, Tong Wang},
  booktitle={InCoCo@NIPS},
  year={2016}
}