Adapting Feature Attenuation to NLP

Tianshuo Yang, Ryan Rabinowitz, Terrance E. Boult +1

Transformer classifiers such as BERT deliver impressive closed-set accuracy, yet they remain brittle when confronted with inputs from unseen categories--a common scenario for deplo…