Siqi Wu

Locating and Controlling Implicit Personalization in Large Language Models

It is established that a localized internal activation signal tracks changes in recommendations, and it is shown that removing the internal signal associated with one cue can suppress its influence, often more effectively than asking the model to ignore demographics via prompting.