Original:  The pre-trained model can be efficiently adapted to accomplish a new dialog task with a handful of task-specific dialogs via machine teaching .
Revised:  The pre-trained model can be efficiently adapted to accomplish new tasks with a handful of task-specific dialogs via machine teaching .
Edit intent: clarity