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mybully-sentibert-manual-hitl
mohanrj/mybully-sentibert-manual-hitl
mybully-sentibert-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-SentiBERT, fine-tuned on a combination of manually annotated data + Human-in-the-Loop (HITL) annotated data from the MYBully dataset. It extends the manual baseline with richer sentiment annotati…
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At a glance
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Oct 3, 2025
- Updated
- Jul 1, 2026
- SHA
- 030a614e
Base models
Datasets
Model card
From the Hugging Face model README
MYBully-SentiBERT (Manual + HITL)
Model Overview
This model is MYBully-SentiBERT, fine-tuned on a combination of manually annotated data + Human-in-the-Loop (HITL) annotated data from the MYBully dataset.
It extends the manual baseline with richer sentiment annotations.
Intended Use
- Sentiment analysis of Bahasa Malaysia tweets (positive, negative, neutral).
- Research on sentiment classification in low-resource languages.
Training Data
- Dataset: MYBully (Bahasa Malaysia tweets).
- Annotation: Manual + HITL
Model Details
- Base model: roberta-base-bahasa-cased
- Fine-tuning: 3-way classification head
- Labels: Positive, Negative, Neutral
Performance
| Metric | Value |
|---|---|
| Accuracy | 0.79 |
| Precision | 0.78 |
| Recall | 0.79 |
| Macro F1 | 0.78 |
- Type
- roberta
- License
- mit
- Languages
- ms
- Created
- Oct 3, 2025
- Updated
- Jul 1, 2026