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Found 3 papers, 3 papers with code
Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code
Statistical language modeling techniques have successfully been applied to large source code corpora, yielding a variety of new software development tools, such as tools for code suggestion, improving readability, and API migration.
Software Engineering
How Often Do Single-Statement Bugs Occur? The ManySStuBs4J Dataset
One way to achieve acceptable performance is to focus on classes of simple bugs, such as bugs with single statement fixes, or that match a small set of bug templates.
Software Engineering Programming Languages
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code
We present a new open-vocabulary neural language model for code that is not limited to a fixed vocabulary of identifier names.
