Model-tuning Via Prompts Makes NLP Models Adversarially Robust

Mrigank Raman, Pratyush Maini, J. Zico Kolter +2

In recent years, NLP practitioners have converged on the following practice: (i) import an off-the-shelf pretrained (masked) language model; (ii) append a multilayer perceptron ato…