Datasets:

carlfeynman
/

Bharat_NanoQuoraRetrieval_ml

language:
  - ml
license: cc-by-4.0
multilinguality:
  - monolingual
source_datasets:
  - NanoQuoraRetrieval
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
        num_bytes: 962246
        num_examples: 5046
    download_size: 390712
    dataset_size: 962246
  - config_name: qrels
    features:
      - name: query-id
        dtype: string
      - name: corpus-id
        dtype: string
    splits:
      - name: train
        num_bytes: 1359
        num_examples: 70
    download_size: 2113
    dataset_size: 1359
  - config_name: queries
    features:
      - name: _id
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 8491
        num_examples: 50
    download_size: 5414
    dataset_size: 8491
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 Malayalam version of the NanoQuoraRetrieval dataset, specifically adapted for information retrieval tasks. The translation and adaptation maintain the core structure of the original NanoBEIR while making it accessible for Malayalam language processing.

Usage

This dataset is designed for:

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

Dataset Structure

The dataset consists of three main components:

Corpus: Collection of documents in Malayalam
Queries: Search queries in Malayalam
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_NanoQuoraRetrieval_ml}
}

Additional Information

Language: Malayalam (ml)
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.