---
license: apache-2.0
task_categories:
- information-retrieval
- text-retrieval
tags:
- beir
- nfcorpus
- information-retrieval
- retrieval
- search
configs:
- config_name: corpus
  data_files:
  - split: train
    path: corpus/train-*
- config_name: queries
  data_files:
  - split: train
    path: queries/train-*
dataset_info:
- config_name: corpus
  features:
  - name: title
    dtype: string
  - name: text
    dtype: string
  - name: _id
    dtype: string
  splits:
  - name: train
    num_bytes: 5856698
    num_examples: 3633
  download_size: 3178637
  dataset_size: 5856698
- config_name: queries
  features:
  - name: title
    dtype: string
  - name: text
    dtype: string
  - name: _id
    dtype: string
  splits:
  - name: train
    num_bytes: 141303
    num_examples: 3237
  download_size: 80445
  dataset_size: 141303
---

# BEIR NFCORPUS Dataset (Migrated)

This is a migrated version of BeIR/nfcorpus that is compatible with datasets library 4.0.0+.

## Dataset Description

This dataset contains the nfcorpus dataset from the BEIR benchmark, converted from the old script-based format to Parquet format.

## Dataset Structure

### Queries

- **Split 'queries'**: 3,237 examples
  - Features: ['_id', 'title', 'text']

- **Total examples**: 3,237


### Corpus

- **Split 'corpus'**: 3,633 examples
  - Features: ['_id', 'title', 'text']

- **Total examples**: 3,633


## Usage

```python
from datasets import load_dataset

# Load queries (split: queries)
queries = load_dataset("Hyukkyu/beir-nfcorpus", "queries", split="queries")

# Load corpus (split: corpus)
corpus = load_dataset("Hyukkyu/beir-nfcorpus", "corpus", split="corpus")
```


## Available Splits

### Queries
- `queries`: 3,237 examples

### Corpus
- `corpus`: 3,633 examples

## Original Dataset

This dataset is migrated from: BeIR/nfcorpus

## Citation

If you use this dataset, please cite the original BEIR paper:

```bibtex
@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}
}
```