91 - (Executable) Semantic Parsing, with Jonathan Berant
NLP Highlights
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How to Use Neural Module Networks to Learn Semantic Parsing
Neural module networks are basically semantic parsers with learned execution modules. Each one of these modules is its own neural networks that has parameters that are shared across all of the examples, and the parameters of the networks are trained end to end. So you can use this as semantic parsing, where given a sentence, you basically construct this tree that assembles modules in order to get an answer.
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