Off-the-shelf LLMs underproduce hate speech and show model-specific biases relative to real Spanish news audience reactions, with fine-tuning yielding uneven improvements across models.
Llm-assisted topic modeling for hate speech characterization,
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Evaluating the Realism of LLM-powered Social Agents: A Case Study of Reactions to Spanish Online News
Off-the-shelf LLMs underproduce hate speech and show model-specific biases relative to real Spanish news audience reactions, with fine-tuning yielding uneven improvements across models.