Shifaa Arabic Medical Consultations - Processed for Classification
Processed version of Ahmed-Selem/Shifaa_Arabic_Medical_Consultations.
Extracted main category from hierarchical labels.
Removed questions with conflicting categories (for clean single-label supervision).
Deduplicated questions.
Stratified split: ~81% train, 9% val, 10% test.
Single-label classification: Predict the main medical specialty from the patient's question.