URL details: thumtblog.github.io/2022/04/05/robust-prefix-tuning/
URL title:
On Robust Prefix-Tuning for Text Classification – THUMT Research Blog
URL description:
Prefix-tuning lacks robustness, while current defense methods will hamper the modularity of the prefixes. We tune an additional prefix during inference to steer correct activation of the pretrained LM, which significantly improves the robustness.
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