Key Path Identification for Resolving Knowledge Conflicts via SAE-based Steering

Wenbo Zhang, Zhongxiang Sun, Zhiguang Han +1

Sparse autoencoder (SAE)-based steering has been widely used to address knowledge conflicts by guiding LLMs to be more faithful to the contextual knowledge. Existing methods usuall…