Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text Classifiers

Sungmin Han, Jeonghyun Lee, Sangkyun Lee

Transformers have profoundly influenced AI research, but explaining their decisions remains challenging -- even for relatively simpler tasks such as classification -- which hinders…