Our method has the advantage of being able to account for non-linearities in the decision boundary that a local approach such as LIME cannot handle, albeit at a cost of higher computational complexity (a similar point was made in (Blaas et al., 2020) for Gaussian processes).
we are able to discover words that our framework views as important, but LIME does not, and vice versa.