Document worth reading: “A Survey on Semantic Parsing”

A giant amount of data in right now’s world is saved in structured and semi-structured knowledge bases. Efficient and simple methods to query these databases are necessary and shouldn’t be restricted to solely people who have expertise in formal query languages. The topic of semantic parsing affords with altering pure language utterances to logical sorts which may be merely executed on a knowledge base. In this survey, we have a look at the various components of a semantic parsing system and focus on excellent work ranging from the preliminary rule primarily based methods to the current neural approaches to program synthesis. We moreover focus on methods that operate using varied ranges of supervision and highlight the necessary factor challenges involved inside the finding out of such strategies. A Survey on Semantic Parsing