Or Shafran

Don't Forget Your Embeddings: Robust Knowledge Erasure via Precise Editing of Embeddings

This work establishes that precise embedding-level intervention is necessary for robust concept erasure, and demonstrates that existing methods can benefit from such augmentation, with minimal coherence loss.