Before revision:  The open-source Schema2QA lets each website create and own its linguistic interface .
After revision:  The open-source Schema2QA outperforms the best commercial assistant by 21\% on a set of diverse crowdsourced questions, while achieving equally good accuracy on questions commonly asked to existing virtual assistants .