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Popular facts are harder to forget, but AdaPop can effectively unlearn them while retaining essential knowledge, outperforming existing methods by a significant margin.
Unlearning is much easier on supervised fine-tuned models than on pretrained ones, with direct unlearning on pretrained models often leading to catastrophic forgetting.
