irds/gov_trec-web-2004

Dataset Card for gov/trec-web-2004

The gov/trec-web-2004 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=225

• qrels: (relevance assessments); count=88,566

• For docs, use irds/gov

Usage

from datasets import load_dataset

queries = load_dataset('irds/gov_trec-web-2004', 'queries')
for record in queries:
    record # {'query_id': ..., 'text': ...}

qrels = load_dataset('irds/gov_trec-web-2004', '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

@inproceedings{Craswell2004TrecWeb,
  title={Overview of the TREC-2004 Web Track},
  author={Nick Craswell and David Hawking},
  booktitle={TREC},
  year={2004}
}