Investigating sanity checks for saliency maps with image and text classification

Narine Kokhlikyan, Vivek Miglani, Bilal Alsallakh +2

Saliency maps have shown to be both useful and misleading for explaining model predictions especially in the context of images. In this paper, we perform sanity checks for text mod…