Few-Shot Generalization Across Dialogue Tasks

Vladimir Vlasov, Akela Drissner-Schmid, Alan Nichol

Machine-learning based dialogue managers are able to learn complex behaviors in order to complete a task, but it is not straightforward to extend their capabilities to new domains.…