Нейрондық мәтін жіктеу

AbstractNeural text classification models typically treat output labels as categorical variables that lack description and semantics. This forces their parametrization to be dependent on the label set size, and, hence, …...

AbstractIn many settings it is important for one to be able to understand why a model made a particular prediction. In NLP this often entails extracting snippets of an input …...

AbstractDespite the popularity of Shapley Values in explaining neural text classification models, computing them is prohibitive for large pretrained models due to a large number of model evaluations. In practice, …...