Dataset Card for dpr-w100

The dpr-w100 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=21,015,324

Usage

from datasets import load_dataset

docs = load_dataset('irds/dpr-w100', 'docs')
for record in docs:
    record # {'doc_id': ..., 'text': ..., 'title': ...}

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

@misc{Karpukhin2020Dpr,
  title={Dense Passage Retrieval for Open-Domain Question Answering},
  author={Vladimir Karpukhin and Barlas Oğuz and Sewon Min and Patrick Lewis and Ledell Wu and Sergey Edunov and Danqi Chen and Wen-tau Yih},
  year={2020},
  eprint={2004.04906},
  archivePrefix={arXiv},
  primaryClass={cs.CL}
}