Before revision:  This makes using SOTA systems in emerging low-resource domains infeasible. We, to tackle this problem, introduce a framework , that creates synthetic task-oriented dialogues in a fully automatic manner, which operates with input sizes of as small as a few dialogues .
After revision:  This makes using SOTA systems in emerging low-resource settings infeasible. To tackle this problem, introduce a framework , that creates synthetic task-oriented dialogues in a fully automatic manner, which operates with input sizes of as small as a few dialogues .