Expanding on the end-to-end memory network for goal-oriented dialogue

2019

Master's thesis Information- and communication technology IKT590 - University of Agder 2019 A series of end-to-end models have been proposed in order to satisfy therequirements of the Dialog System Technology Challenge: building an end-to-end dialog system for goal-oriented applications. While these modelshave proven to be a good solution for such tasks, they perform worse whendealing with out-of-vocabulary tasks and none-synthetic data. Additionally,they rely heavily on the use of an underlying knowledge base to achieve goodresults.We propose two new models that build on the end-to-end memory net-work architecture. The goal of these two models is to better handle out-of-vocabulary tasks an…