metadata

language:
  - hi
license: cc-by-4.0
multilinguality:
  - monolingual
source_datasets:
  - NanoMSMARCO
task_categories:
  - text-retrieval
task_ids:
  - document-retrieval
tags:
  - text-retrieval
dataset_info:
  - config_name: corpus
    features:
      - name: _id
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
  - config_name: qrels
    features:
      - name: query-id
        dtype: string
      - name: corpus-id
        dtype: string
    splits:
      - name: train
  - config_name: queries
    features:
      - name: _id
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
configs:
  - config_name: corpus
    data_files:
      - split: train
        path: corpus/train-*
  - config_name: qrels
    data_files:
      - split: train
        path: qrels/train-*
  - config_name: queries
    data_files:
      - split: train
        path: queries/train-*

Bharat-NanoBEIR: Indian Language Information Retrieval Dataset

Overview

This dataset is part of the Bharat-NanoBEIR collection, which provides information retrieval datasets for Indian languages. It is derived from the NanoBEIR project, which offers smaller versions of BEIR datasets containing 50 queries and up to 10K documents each.

Dataset Description

This particular dataset is the Hindi version of the NanoMSMARCO dataset, specifically adapted for information retrieval tasks. The translation and adaptation maintain the core structure of the original NanoBEIR while making it accessible for Hindi language processing.

Usage

This dataset is designed for:

Information Retrieval (IR) system development in Hindi
Evaluation of multilingual search capabilities
Cross-lingual information retrieval research
Benchmarking Hindi language models for search tasks

Dataset Structure

The dataset consists of three main components:

Corpus: Collection of documents in Hindi
Queries: Search queries in Hindi
QRels: Relevance judgments connecting queries to relevant documents

Citation

If you use this dataset, please cite:

@misc{bharat-nanobeir,
  title={Bharat-NanoBEIR: Indian Language Information Retrieval Datasets},
  year={2024},
  url={https://huggingface.co/datasets/carlfeynman/Bharat_NanoMSMARCO_hi}
}

Additional Information

Language: Hindi (hi)
License: CC-BY-4.0
Original Dataset: NanoBEIR
Domain: Information Retrieval

License

This dataset is licensed under CC-BY-4.0. Please see the LICENSE file for details.