📈 Financial Risk & Sentiment Analytics

Universiti Malaya (UM) WQF7007 | Powered by FinBERT + BiLSTM + LoRA + Focal Loss

📥 Input Panel

Quick Load Examples

Examples

📊 AI Output & Decision Transparency

Probability Distribution (Softmax Confidence)

🔍 Temporal Attention Heatmap

This visualization extracts the internal BiLSTM attention weights. Words highlighted in crimson red represent the primary lexical drivers for the model's prediction.