AI RESEARCH
CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
arXiv CS.CL
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ArXi:2504.08820v2 Announce Type: replace As Large Language Models (LLMs) are deployed across diverse regions, aligning them with pluralistic cultures is crucial for improving user engagement and mitigating cultural conflicts. Recent work has curated, either synthesized or manually annotated, culture-specific corpora for alignment. Nevertheless, inspired by cultural theories, we recognize they face two key challenges.