Attention Guided Dialogue State Tracking with Sparse Supervision

Shuailong Liang, Lahari Poddar, Gyuri Szarvas

Existing approaches to Dialogue State Tracking (DST) rely on turn level dialogue state annotations, which are expensive to acquire in large scale. In call centers, for tasks like m…