Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems

Lina M. Rojas-Barahona, Stefan Ultes, Pawel Budzianowski +4

This paper presents two ways of dealing with scarce data in semantic decoding using N-Best speech recognition hypotheses. First, we learn features by using a deep learning architec…