AINeutralarXiv – CS AI · 7h ago7/10
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IndoBias: A Dual Track Culturally Grounded Benchmark for LLMs Bias Evaluation in Indonesian Languages
Researchers introduced IndoBias, a benchmark specifically designed to evaluate bias in Large Language Models across Indonesian and three local languages (Javanese, Sundanese, Makasar). The study reveals that existing LLMs exhibit significant bias toward prototypical Indonesian sentences and particularly strong bias in local languages regarding ideology and religion, highlighting the critical gap in bias research for culturally and linguistically diverse contexts.