Mauro Cardoso

Cost-Effective Hate Speech Detection in Portuguese Using Lightweight LLMs

This work evaluates the efficiency and competitiveness of seven smaller, more accessible LLMs through zero-shot classification with structured instructions, leveraging the expert-annotated test dataset and annotation scheme of the kNOwHATE project to demonstrate a viable, competitive, and low-cost approach that does no...