Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
parquet
Sub-tasks:
document-retrieval
Languages:
Nepali
Size:
1K - 10K
Tags:
text-retrieval
License:
File size: 2,450 Bytes
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---
language:
- ne
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 Nepali 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 Nepali language processing.
## Usage
This dataset is designed for:
- Information Retrieval (IR) system development in Nepali
- Evaluation of multilingual search capabilities
- Cross-lingual information retrieval research
- Benchmarking Nepali language models for search tasks
## Dataset Structure
The dataset consists of three main components:
1. **Corpus**: Collection of documents in Nepali
2. **Queries**: Search queries in Nepali
3. **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_ne}
}
```
## Additional Information
- **Language**: Nepali (ne)
- **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.
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