Nouf Alshenaifi

Hierarchical Classification of Arabic Legal Cases Using Transformer Architectures and Large Language Models

The experimental results demonstrate that the Hierarchy-Aware architecture consistently achieves the strongest fine-grained classification performance across both model families, highlighting the importance of explicit hierarchical supervision and domain-adapted pre-training for Arabic legal text classification, and es...