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--- |
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task_categories: |
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- text-classification |
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language: |
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- vi |
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size_categories: |
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- 10M<n<100M |
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pretty_name: >- |
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A Massive Hate Speech Detection Dataset based on Social Media Comments (VOZ-HSD) |
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--- |
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# ViHateT5: Enhancing Hate Speech Detection in Vietnamese with A Unified Text-to-Text Transformer Model |
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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://aclanthology.org/2024.findings-acl.355.pdf), which was accepted at the [ACL'2024](https://2024.aclweb.org/). |
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# Citation Information |
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The provided dataset is only used for research purposes! |
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``` |
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@inproceedings{thanh-nguyen-2024-vihatet5, |
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title = "{V}i{H}ate{T}5: Enhancing Hate Speech Detection in {V}ietnamese With a Unified Text-to-Text Transformer Model", |
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author = "Thanh Nguyen, Luan", |
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editor = "Ku, Lun-Wei and Martins, Andre and Srikumar, Vivek", |
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booktitle = "Findings of the Association for Computational Linguistics ACL 2024", |
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month = aug, |
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year = "2024", |
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address = "Bangkok, Thailand and virtual meeting", |
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publisher = "Association for Computational Linguistics", |
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url = "https://aclanthology.org/2024.findings-acl.355", |
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pages = "5948--5961" |
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} |
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``` |
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# Dataset |
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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. |
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## Contact |
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Please feel free to contact us by email luannt@uit.edu.vn if you have any further information! |
