Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation

Liliang Ren, Jianmo Ni, Julian McAuley

Existing approaches to dialogue state tracking rely on pre-defined ontologies consisting of a set of all possible slot types and values. Though such approaches exhibit promising pe…