This section describes machine-learning approaches for inferring the task-specific information modeled by the form-based dialog structure representation from human-human conversations.
the learning approach has to infer a list of tasks, sub-tasks and concepts in a given domain from in-domain dialogs similar to what a human does in Section 3.