A transcompiler, also known as source-to-source translator, is a system that converts source
code from a high-level programming language (such as C++ or Python) to another …

Attention mechanisms in neural networks have proved useful for problems in which the input
and output do not have fixed dimension. Often there exist features that are locally translation …

Descriptive names are a vital part of readable, and hence maintainable, code. Recent
progress on automatically suggesting names for local variables tantalizes with the prospect …

Context: Coding is an incremental activity where a developer may need to understand a
code before making suitable changes in the code. Code documentation is considered one of …

Recent advances in self-supervised learning have dramatically improved the state of the art
on a wide variety of tasks. However, research in language model pre-training has mostly …

Every programmer has a characteristic style, ranging from preferences about identifier
naming to preferences about object relationships and design patterns. Coding conventions …

The tens of thousands of high-quality open source software projects on the Internet raise the
exciting possibility of studying software development by finding patterns across truly large …

The n-gram language model, which has its roots in statistical natural language processing,
has been shown to successfully capture the repetitive and predictable regularities …

Code reading is an important skill in programming. Inspired by the linearity that people
exhibit while natural language text reading, we designed local and global gaze-based …

To ensure code readability and facilitate software maintenance, program methods must be
named properly. In particular, method names must be consistent with the corresponding …