T. Alshalali

LEXF-ATT-XLM: A hybrid lexicon-enhanced attention model for hate speech detection in low-resource language Roman Urdu

A novel hybrid deep learning architecture that synergizes contextual language modeling with explicit domain knowledge and integrates a domain specific Roman Urdu hate lexicon as an auxiliary regression supervision signal within a multi task learning framework to guide the model’s focus.