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moroccan_darija_domain_classifier_dataset

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metadata
dataset_info:
  features:
    - name: text
      dtype: string
    - name: label
      dtype: string
  splits:
    - name: train
      num_bytes: 17127539
      num_examples: 188848
  download_size: 6446287
  dataset_size: 17127539
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

Dataset Card for moroccan_darija_domain_classifier_dataset

This dataset is designed for text classification in Moroccan Darija, a dialect spoken in Morocco. It has been created synthetically using the Gemini-2.0-Flash model and is intended for fine-tuning the ModernBERT model. The dataset covers a wide range of domains, making it suitable for various NLP applications in Moroccan Darija.

Dataset Details

Dataset Description

  • Language: Moroccan Darija
  • License: [More Information Needed]

Dataset Creation

The dataset has been created synthetically using the gemini-2.0-flash model

For dataset creation see the Github Repository : https://github.com/atlasia-ma/moroccan_darija_dataset_generator

Uses

Direct Use

This dataset is intended for training and evaluating text classification models in Moroccan Darija. It can be used for:

  • Domain classification of Moroccan Darija text.

  • Fine-tuning ModernBERT or similar transformer-based models.

  • Fine-tuning LLM on Moroccan Darija

Out-of-Scope Use

This dataset is not intended for:

  • Applications involving hate speech or misinformation.

  • Use cases outside Moroccan Darija text classification.

Dataset Structure

The dataset consists of labeled text samples, each categorized into one of the following domains:

  • Adult

  • Arts_and_Entertainment

  • Autos_and_Vehicles

  • Beauty_and_Fitness

  • Books_and_Literature

  • Business_and_Industrial

  • Computers_and_Electronics

  • Finance

  • Food_and_Drink

  • Games

  • Health

  • Hobbies_and_Leisure

  • Home_and_Garden

  • Internet_and_Telecom

  • Jobs_and_Education

  • Law_and_Government

  • News

  • Online_Communities

  • People_and_Society

  • Pets_and_Animals

  • Real_Estate

  • Science

  • Sensitive_Subjects

  • Shopping

  • Sports

  • Travel_and_Transportation

Each entry in the dataset contains:

  • text: A Moroccan Darija text sample.

  • label: One of the predefined domain categories.

Annotations

No validation was performed on the dataset, and it needs to be reviewed, as some expressions may not be 100% Moroccan Darija samples.

Dataset Card Authors

ALABOUCH Salah-Eddine