Training-Free Cultural Alignment of Large Language Models via Persona Disagreement

Training-Free Cultural Alignment of Large Language Models via Persona Disagreement
NeurIPS 2026 Main Track
Trung-Kiet Huynh, Duy-Minh Dao-Sy, Tuan Nguyen, Chi-Nguyen Tran, Phu-Hoa Pham, Phu-Quy Nguyen-Lam, The Anh Han, Long Tran-Thanh
Aligns a frozen LLM to the moral preferences of a country without training: country-conditioned personas vote, and only the decisions they agree on are kept.

Training-Free Cultural Alignment of Large Language Models via Persona Disagreement

Huynh, T.-K., Dao-Sy, D.-M., Nguyen, T., Tran, C.-N., Pham, P.-H., Nguyen-Lam, P.-Q., Han, T. A., Tran-Thanh, L. (2026). Training-Free Cultural Alignment of Large Language Models via Persona Disagreement. NeurIPS 2026. arXiv:2605.10843.