irds/tripclick_train

Dataset Card for tripclick/train

The tripclick/train 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=685,649

• qrels: (relevance assessments); count=2,705,212

• docpairs; count=23,221,224

• For docs, use irds/tripclick

This dataset is used by: tripclick_train_hofstaetter-triples

Usage

from datasets import load_dataset

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

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

docpairs = load_dataset('irds/tripclick_train', 'docpairs')
for record in docpairs:
    record # {'query_id': ..., 'doc_id_a': ..., 'doc_id_b': ...}

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{Rekabsaz2021TripClick,
  title={TripClick: The Log Files of a Large Health Web Search Engine}, 
  author={Navid Rekabsaz and Oleg Lesota and Markus Schedl and Jon Brassey and Carsten Eickhoff},
  year={2021},
  booktitle={SIGIR}
}