Dialog state tracking is one of the key sub-tasks of dialog management, which defines the representation of dialog states and updates them at each moment on a given on-going conversation. To provide a common testbed for this task, the first Dialog State Tracking Challenge (DSTC) was organized. More recently, Dialog State Tracking Challenges 2 & 3 have been successfully completed.
In this fourth edition of the Dialog State Tracking Challenge, we will focus on a dialog state tracking task on human-human dialogs. In addition to this main task, we also propose a series of pilot tracks for the core components in developing end-to-end dialog systems based on the same dataset. We expect these shared efforts on human dialogs will contribute to progress in developing much more human-like systems.
Dialog State Tracking Challenge 4 official results are now available: See Results