FireBERT: Hardening BERT-based classifiers against adversarial attack

Gunnar Mein, Kevin Hartman, Andrew Morris

We present FireBERT, a set of three proof-of-concept NLP classifiers hardened against TextFooler-style word-perturbation by producing diverse alternatives to original samples. In o…