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Question Generation from SQL Queries Improves Neural Semantic Parsing

Question Generation from SQL Queries Improves Neural Semantic Parsing

In this paper, we study how to learn a semantic parser of state-of-the-art accuracy with less supervised training data. We conduct our study on WikiSQL, the largest hand-annotated semantic parsing dataset to date. First, we demonstrate that question generation is an effective method that empowers us to learn a state-of-the-art …