Vladimirht/haitian-creole-synthetic-v1

Haitian Creole Synthetic Dataset v2

Dataset Summary

This is a synthetic dataset of Haitian Creole text samples across multiple domains, including legal, medical, education, business, technology, daily life, and culture. The dataset is designed for natural language processing tasks such as text classification, language modeling, and machine translation.

Dataset Splits

Split	Samples	Description
Train	908	Training set
Validation	113	Validation set
Test	114	Test set

Dataset Creation

This dataset was synthetically generated using template-based generation with domain-specific vocabulary and templates. The data has been processed to include:

• Deduplication of samples
• Addition of timestamps
• Splitting into train/validation/test sets
• Metadata for each sample

Intended Use

This dataset is intended for research purposes in natural language processing, including but not limited to:

• Text classification
• Language modeling
• Machine translation
• Named entity recognition
• Sentiment analysis

Limitations

• This is a synthetic dataset and may not fully represent natural Haitian Creole usage
• The dataset may contain biases present in the generation templates
• Some domains may be underrepresented

Citation

If you use this dataset in your research, please cite it as:

@misc{haitian_creole_synthetic_2025,
  author = {{Haitian Creole Project}},
  title = {{Haitian Creole Synthetic Dataset v2}},
  year = {2025},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/Vladimirht/haitian-creole-synthetic-v1}},
}