Hefei Xu

Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation

With the rapid advancement of large language models (LLMs), aligning them with human values for safety and ethics has become a critical challenge. This problem is especially challenging when multiple, potentially conflicting human values must be considered and balanced. Although several variants of