Search Results for author: Andrey Simanovsky

Found 2 papers, 0 papers with code

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

no code implementations15 Oct 2020 Vladislav Lialin, Rahul Goel, Andrey Simanovsky, Anna Rumshisky, Rushin Shah

To reduce training time, one can fine-tune the previously trained model on each patch, but naive fine-tuning exhibits catastrophic forgetting - degradation of the model performance on the data not represented in the data patch.

Continual Learning Goal-Oriented Dialogue Systems +1

Modeling Scalability of Distributed Machine Learning

no code implementations20 Oct 2016 Alexander Ulanov, Andrey Simanovsky, Manish Marwah

It is implemented in a distributed fashion in order to address these scalability issues.

BIG-bench Machine Learning

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