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Model based Interactive Semantic Parsing: A Unified Framework and A Text to SQL Case Study

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Figure

Figure 1: Model-based Interactive Semantic Parsing(MISP) framework.
Figure 2: MISP-SQL Agent. The base semantic parserincrementally parses the user question (Step 1) into aSQL query by first selecting a column from the table(Step 2)
Table 2: Simulation evaluation of MISP-SQL (based on SQLNet or SQLova) on WikiSQL Test set
Table 3: Portion of interaction questions on right pre-dictions (Qr%) for each agent setting on WikiSQL Devset (smaller is better)
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