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mybully-hatebert-manual-hitl
mohanrj/mybully-hatebert-manual-hitl
mybully-hatebert-manual-hitl is a machine learning model from mohanrj. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model is MYBully-HateBERT, fine-tuned on manual + HITL annotated data from the MYBully dataset. It captures more nuanced hate/offensive patterns than the manual baseline.
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At a glance
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Oct 3, 2025
- Updated
- Jul 1, 2026
- SHA
- 67d69a0a
Base models
Datasets
Model card
From the Hugging Face model README
MYBully-HateBERT (Manual + HITL)
Model Overview
This model is MYBully-HateBERT, fine-tuned on manual + HITL annotated data from the MYBully dataset.
It captures more nuanced hate/offensive patterns than the manual baseline.
Intended Use
- Detecting hate speech and abusive language in Bahasa Malaysia tweets.
Training Data
- Dataset: MYBully (Bahasa Malaysia tweets).
- Annotation: Manual + HITL
Model Details
- Base model: roberta-base-bahasa-cased
- Fine-tuning: Binary classification head
- Labels: Hate Speech (1), Non-Hate Speech (0)
Performance
| Metric | Value |
|---|---|
| Accuracy | 0.80 |
| Precision | 0.78 |
| Recall | 0.80 |
| Macro F1 | 0.79 |
- Type
- roberta
- License
- mit
- Languages
- ms
- Created
- Oct 3, 2025
- Updated
- Jul 1, 2026