In order to evaluate the costs and benefits of gathering semantic parse labels, we created the WEBQUESTIONSSP dataset 1 , which contains semantic parses for the questions from WEBQUESTIONS that are answerable using Freebase.
we designed a staged, dialog-like user interface (UI) to improve the labeling efficiency.