Dataset Card for trec-robust04

The trec-robust04 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=528,155
• queries (i.e., topics); count=250
• qrels: (relevance assessments); count=311,410

This dataset is used by: trec-robust04_fold1, trec-robust04_fold2, trec-robust04_fold3, trec-robust04_fold4, trec-robust04_fold5

Usage

from datasets import load_dataset

docs = load_dataset('irds/trec-robust04', 'docs')
for record in docs:
    record # {'doc_id': ..., 'text': ..., 'marked_up_doc': ...}

queries = load_dataset('irds/trec-robust04', 'queries')
for record in queries:
    record # {'query_id': ..., 'title': ..., 'description': ..., 'narrative': ...}

qrels = load_dataset('irds/trec-robust04', '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{Voorhees2004Robust,
  title={Overview of the TREC 2004 Robust Retrieval Track},
  author={Ellen Voorhees},
  booktitle={TREC},
  year={2004}
}