VISPA: Pluralistic Alignment via Automatic Value Selection and Activation
VISPA is a training-free method that allows large language models to express multiple perspectives by dynamically selecting relevant values and steering internal model representations toward those values. It addresses the need for models to reflect diverse viewpoints, especially in sensitive areas like healthcare, offering a scalable way to align AI with varied human preferences.