Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time

Vladislav Lialin, Rahul Goel, Andrey Simanovsky +2

Currently used semantic parsing systems deployed in voice assistants can require weeks to train. Datasets for these models often receive small and frequent updates, data patches. E…