  Recently, Neural Networks have been proven extremely effective in many
natural language processing tasks such as sentiment analysis, question
answering, or machine translation. Aiming to exploit such advantages in the
Ontology Learning process, in this technical report we present a detailed
description of a Recurrent Neural Network based system to be used to pursue
such goal.
