🧠 AI Mental Health Guard (MPNet Smart)
This model is a fine-tuned version of microsoft/mpnet-base specialized in detecting mental health statuses.
Capabilities
It can classify text into three categories:
- Depression
- Anxiety
- Suicide Risk (High Recall)
Special Training
Unlike standard models, this model underwent Adversarial Training to distinguish between:
- Clinical Depression vs. Sadness over TV Shows/Movies
- Suicide Ideation vs. Metaphorical speech (e.g., "dying of laughter")
- Real Anger vs. Gaming rage
Performance
- F1 Macro: ~0.79
- Accuracy on Trick Cases: 100% (in tests)
- Downloads last month
- 26
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