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Developing effective distributed representa- tions of source code is fundamental yet chal- lenging for many software engineering tasks such as code clone detection, code search, code translation and transformation. However, …...

AbstractCode summarization and generation empower conversion between programming language (PL) and natural language (NL), while code translation avails the migration of legacy code from one PL to another. This paper …...

AbstractAdvances in natural language processing, such as transfer learning from pre-trained language models, have impacted how models are trained for programming language tasks too. Previous research primarily explored code pre-training …...