Agnieszka M. Zbrzezny

On Guaranteed Optimal Robust Explanations for NLP Models

We build on abduction-based explanations for machine learning and develop a method for computing local explanations for neural network models in natural language processing (NLP). Our explanations comprise a subset of the words of the input text that satisfies two key features: optimality w.r.t. a u…