Before revision:  We show that with transfer learning  from the restaurant to the hotel domain, we can achieve a 64\% accuracy on crowdsourced questions with no manual effort.
After revision:  We show that with transfer learning A agent for any website that uses the same schema. Furthermore, we demonstrate that learning can be transferred from the restaurant to the hotel domain, we can achieve a 64\% accuracy on crowdsourced questions with no manual effort.