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--- |
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dataset_info: |
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features: |
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- name: text |
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dtype: string |
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- name: label |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 17127539 |
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num_examples: 188848 |
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download_size: 6446287 |
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dataset_size: 17127539 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Dataset Card for moroccan_darija_domain_classifier_dataset |
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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. |
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## Dataset Details |
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### Dataset Description |
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- **Language:** Moroccan Darija |
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- **License:** [More Information Needed] |
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### Dataset Creation |
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The dataset has been created synthetically using the gemini-2.0-flash model |
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For dataset creation see the Github Repository : https://github.com/atlasia-ma/moroccan_darija_dataset_generator |
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## Uses |
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### Direct Use |
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This dataset is intended for training and evaluating text classification models in Moroccan Darija. It can be used for: |
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- Domain classification of Moroccan Darija text. |
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- Fine-tuning ModernBERT or similar transformer-based models. |
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- Fine-tuning LLM on Moroccan Darija |
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### Out-of-Scope Use |
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This dataset is not intended for: |
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- Applications involving hate speech or misinformation. |
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- Use cases outside Moroccan Darija text classification. |
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## Dataset Structure |
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The dataset consists of labeled text samples, each categorized into one of the following domains: |
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- Adult |
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- Arts_and_Entertainment |
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- Autos_and_Vehicles |
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- Beauty_and_Fitness |
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- Books_and_Literature |
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- Business_and_Industrial |
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- Computers_and_Electronics |
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- Finance |
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- Food_and_Drink |
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- Games |
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- Health |
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- Hobbies_and_Leisure |
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- Home_and_Garden |
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- Internet_and_Telecom |
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- Jobs_and_Education |
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- Law_and_Government |
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- News |
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- Online_Communities |
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- People_and_Society |
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- Pets_and_Animals |
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- Real_Estate |
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- Science |
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- Sensitive_Subjects |
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- Shopping |
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- Sports |
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- Travel_and_Transportation |
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Each entry in the dataset contains: |
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- **text**: A Moroccan Darija text sample. |
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- **label**: One of the predefined domain categories. |
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### Annotations |
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No validation was performed on the dataset, and it needs to be reviewed, as some expressions may not be 100% Moroccan Darija samples. |
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## Dataset Card Authors |
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ALABOUCH Salah-Eddine |
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