README.md

metadata

pretty_name: '`disks45/nocr/trec-robust-2004`'
viewer: false
source_datasets:
  - irds/disks45_nocr
task_categories:
  - text-retrieval

Dataset Card for disks45/nocr/trec-robust-2004

The disks45/nocr/trec-robust-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=250

• qrels: (relevance assessments); count=311,410

• For docs, use irds/disks45_nocr

Usage

from datasets import load_dataset

queries = load_dataset('irds/disks45_nocr_trec-robust-2004', 'queries')
for record in queries:
    record # {'query_id': ..., 'title': ..., 'description': ..., 'narrative': ...}

qrels = load_dataset('irds/disks45_nocr_trec-robust-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

@misc{Voorhees1996Disks45,
  title = {NIST TREC Disks 4 and 5: Retrieval Test Collections Document Set},
  author = {Ellen M. Voorhees},
  doi = {10.18434/t47g6m},
  year = {1996},
  publisher = {National Institute of Standards and Technology}
}
@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}
}