432 citations · 2.3k across the 29 of their papers we have counts for
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cs.LG2017★ 47 cited
Learning to Represent Programs with Graphs
Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi
Learning tasks on source code (i.e., formal languages) have been considered recently, but most work has tried to transfer natural language methods and does not capitalize on the un…
cs.LG2017★ 14 cited
SmartPaste: Learning to Adapt Source Code
Miltiadis Allamanis, Marc Brockschmidt
Deep Neural Networks have been shown to succeed at a range of natural language tasks such as machine translation and text summarization. While tasks on source code (ie, formal lang…