ProtoTEx: Explaining Model Decisions with Prototype Tensors

Anubrata Das, Chitrank Gupta, Venelin Kovatchev +2

We present ProtoTEx, a novel white-box NLP classification architecture based on prototype networks. ProtoTEx faithfully explains model decisions based on prototype tensors that enc…