5 citations · 5 across the 1 of their papers we have counts for
2 papers
cs.CL2020★ 5 cited
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…
cs.LG2016
Modeling Scalability of Distributed Machine Learning
Alexander Ulanov, Andrey Simanovsky, Manish Marwah
Present day machine learning is computationally intensive and processes large amounts of data. It is implemented in a distributed fashion in order to address these scalability issu…