Text2SQL
Gathering information for Semantic Parsing problem, especially for Text to SQL.
Semantic Parsing
Source: TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
Semantic Parsing is the task of transducing natural language utterances into formal meaning representations. The target meaning representations can be defined according to a wide variety of formalisms. This include linguistically-motivated semantic representations that are designed to capture the meaning of any sentence such as λ-calculus or the abstract meaning representations. Alternatively, for more task-driven approaches to Semantic Parsing, it is common for meaning representations to represent executable programs such as SQL queries, robotic commands, smart phone instructions, and even general-purpose programming languages like Python and Java.