Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach

Remi Eyraud, Stephane Ayache

This paper is an attempt to bridge the gap between deep learning and grammatical inference. Indeed, it provides an algorithm to extract a (stochastic) formal language from any recu…