irds/trec-robust04_fold5

Dataset Card for trec-robust04/fold5

The trec-robust04/fold5 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=50

• qrels: (relevance assessments); count=63,841

• For docs, use irds/trec-robust04

Usage

from datasets import load_dataset

queries = load_dataset('irds/trec-robust04_fold5', 'queries')
for record in queries:
    record # {'query_id': ..., 'text': ...}

qrels = load_dataset('irds/trec-robust04_fold5', 'qrels')
for record in qrels:
    record # {'query_id': ..., 'doc_id': ..., 'relevance': ...}

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}
}
@inproceedings{Huston2014ACO,
  title={A Comparison of Retrieval Models using Term Dependencies},
  author={Samuel Huston and W. Bruce Croft},
  booktitle={CIKM},
  year={2014}
}