Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions
Published in arXiv, 2025
Recommended citation: Shangrui Nie, Florian Mai, David Kaczér, Charles Welch, Zhixue Zhao, Lucie Flek. (2025). "Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions." arXiv:2508.11414. https://arxiv.org/abs/2508.11414
We show that fine-tuning on value survey questions can shift downstream behavior and value alignment in LLMs.