Binger Chen
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View article: Towards Data Augmentation for Supervised Code Translation
Towards Data Augmentation for Supervised Code Translation Open
Supervised learning is a robust strategy for data-driven program translation. This work addresses the challenge of insufficient parallel training data in code translation by exploring two innovative data augmentation methods: a rule-based …
View article: Data Cleaning and AutoML: Would an Optimizer Choose to Clean?
Data Cleaning and AutoML: Would an Optimizer Choose to Clean? Open
Data cleaning is widely acknowledged as an important yet tedious task when dealing with large amounts of data. Thus, there is always a cost-benefit trade-off to consider. In particular, it is important to assess this trade-off when not eve…