DiariCore Mood Classifier
XLM-RoBERTa-base fine-tuned for 5-class emotion detection on English, Filipino, and Taglish diary entries.
Classes: angry, anxious, happy, neutral, sad
Architecture: XLM-RoBERTa-base + custom classification head (Dropout → Linear → LayerNorm → GELU → Dropout → Linear)
Training: Focal Loss + Label Smoothing, SWA, Differential LR, Keyword hybrid layer
Usage
See the DiariCore notebook for full inference code including calibration multipliers and keyword assist layer.
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