metadata

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, which was accepted at the ACL'2024.

Citation Information

The provided dataset is only used for research purposes!

@inproceedings{thanh-nguyen-2024-vihatet5,
    title = "{V}i{H}ate{T}5: Enhancing Hate Speech Detection in {V}ietnamese With a Unified Text-to-Text Transformer Model",
    author = "Thanh Nguyen, Luan",
    editor = "Ku, Lun-Wei  and Martins, Andre  and Srikumar, Vivek",
    booktitle = "Findings of the Association for Computational Linguistics ACL 2024",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand and virtual meeting",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.findings-acl.355",
    pages = "5948--5961"
    }

Dataset

The VOZ-HSD dataset consists of 10.7M+ AI-annotated comments (labeled by the fine-tuned 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!