irds/nyt_trec-core-2017

Dataset Card for nyt/trec-core-2017

The nyt/trec-core-2017 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=30,030

• For docs, use irds/nyt

Usage

from datasets import load_dataset

queries = load_dataset('irds/nyt_trec-core-2017', 'queries')
for record in queries:
    record # {'query_id': ..., 'title': ..., 'description': ..., 'narrative': ...}

qrels = load_dataset('irds/nyt_trec-core-2017', '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{Allan2017TrecCore,
  author = {James Allan and Donna Harman and Evangelos Kanoulas and Dan Li and Christophe Van Gysel and Ellen Vorhees},
  title = {TREC 2017 Common Core Track Overview},
  booktitle = {TREC},
  year = {2017}
}
@article{Sandhaus2008Nyt,
  title={The new york times annotated corpus},
  author={Sandhaus, Evan},
  journal={Linguistic Data Consortium, Philadelphia},
  volume={6},
  number={12},
  pages={e26752},
  year={2008}
}