Datasets:
metadata
license: apache-2.0
task_categories:
- information-retrieval
- text-retrieval
tags:
- beir
- scifact
- information-retrieval
- retrieval
- search
configs:
- config_name: queries
data_files:
- split: train
path: queries/train-*
dataset_info:
config_name: queries
features:
- name: text
dtype: string
- name: metadata
struct:
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- name: '9315213'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '935538'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9394119'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9433958'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9505402'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9505448'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9558539'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9638032'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9650982'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9669099'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9745001'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9764256'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: '9955779'
list:
- name: label
dtype: string
- name: sentences
list: int64
- name: _id
dtype: string
splits:
- name: train
num_bytes: 2142892
num_examples: 1109
download_size: 1049977
dataset_size: 2142892
BEIR SCIFACT Dataset (Migrated)
This is a migrated version of BeIR/scifact that is compatible with datasets library 4.0.0+.
Dataset Description
This dataset contains the scifact dataset from the BEIR benchmark, converted from the old script-based format to Parquet format.
Dataset Structure
Queries
Split 'queries': 1,109 examples
- Features: ['_id', 'text', 'metadata']
Total examples: 1,109
Corpus
Split 'corpus': 5,183 examples
- Features: ['_id', 'title', 'text', 'metadata']
Total examples: 5,183
Usage
from datasets import load_dataset
# Load queries (split: queries)
queries = load_dataset("Hyukkyu/beir-scifact", "queries", split="queries")
# Load corpus (split: corpus)
corpus = load_dataset("Hyukkyu/beir-scifact", "corpus", split="corpus")
Available Splits
Queries
queries: 1,109 examples
Corpus
corpus: 5,183 examples
Original Dataset
This dataset is migrated from: BeIR/scifact
Citation
If you use this dataset, please cite the original BEIR paper:
@article{thakur2021beir,
title={BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models},
author={Thakur, Nandan and Reimers, Nils and Ruckle, Andreas and Srivastava, Abhishek and Gurevych, Iryna},
journal={arXiv preprint arXiv:2104.08663},
year={2021}
}