---
task_categories:
- text-classification
language:
- vi
size_categories:
- 10M<n<100M
pretty_name: >-
  A Massive Hate Speech Detection Dataset based on Social Media Comments (VOZ-HSD)
---

# ViHateT5: Enhancing Hate Speech Detection in Vietnamese with A Unified Text-to-Text Transformer Model
This is the official repository for the VOZ-HSD dataset from the paper [ViHateT5: Enhancing Hate Speech Detection in Vietnamese with A Unified Text-to-Text Transformer Model](https://arxiv.org/abs/2405.14141), which was accepted at the [ACL'2024](https://2024.aclweb.org/).

# Citation Information
The provided dataset is only used for research purposes!
```
@misc{nguyen2024vihatet5,
      title={ViHateT5: Enhancing Hate Speech Detection in Vietnamese With A Unified Text-to-Text Transformer Model}, 
      author={Luan Thanh Nguyen},
      year={2024},
      eprint={2405.14141},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```

# Dataset
The VOZ-HSD dataset consists of 10.7M+ AI-annotated comments (labeled by the fine-tuned [ViSoBERT-HSD](https://huggingface.co/tarudesu/ViSoBERT-HSD)) with two labels HATE (1) and CLEAN (0) from Vietnamese users' comments on VOZ Forum. Note that the labels generated by the AI Classifier are only used for data analysis, not for fine-tuning in any downstream tasks.

## Contact
Please feel free to contact us by email luannt@uit.edu.vn if you have any further information!