Vassilios Diakoloulas

Robust Belief State Space Representation for Statistical Dialogue Managers Using Deep Autoencoders

2019 · 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Statistical Dialogue Systems (SDS) have proved their humongous potential over the past few years. However, the lack of efficient and robust representations of the belief state (BS) space refrains them from revealing their full potential. …