Many works (Lowe et al., 2015;Serban et al., 2015a;Dodge et al., 2016) have investigated conversation datasets for developing chat bot or QA-like general purpose conversation agents.
collecting data to develop goal oriented dialogue systems that can help users to complete a task in a specific domain remains difficult.