(2017), Jain and Wallace's requisite for attention distributions to be used as explanation is that there must only exist one or a few closely-related correct explanations for a model prediction.
doshi-Velez and Kim (2017) caution against applying evaluations and terminology broadly without clarifying taskspecific explanation needs.