CodeFill
Maliheh Izadi, Roberta Gismondi, Georgios Gousios · Proceedings of the 44th International Conference on Software Engineering · 2022
Code completion is an essential feature of IDEs, yet current auto-completers are restricted to either grammar-based or NLP-based single token completions. Both approaches have significant drawbacks: grammar-based autocompletion is restricted in dynamically-typed language environments, whereas NLP-based autocompleters struggle to understand the semantics of the programming language and the developer's code context.