AIBullisharXiv – CS AI · 9h ago6/10
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Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning
Researchers introduce OG-MAR, a framework that uses cultural ontologies and multi-agent reasoning to align Large Language Models with diverse cultural values derived from the World Values Survey. The system improves LLM cultural sensitivity and consistency by grounding outputs in structured demographic profiles and enforcing value relationships at inference time.