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Multi-task learning based pre-trained language model for code completion
Code completion is one of the most useful features in the Integrated Development
Environments (IDEs), which can accelerate software development by suggesting the next …
Environments (IDEs), which can accelerate software development by suggesting the next …
Codefill: Multi-token code completion by jointly learning from structure and naming sequences
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 …
either grammar-based or NLP-based single token completions. Both approaches have …
Rlcoder: Reinforcement learning for repository-level code completion
Repository-level code completion aims to generate code for unfinished code snippets within
the context of a specified repository. Existing approaches mainly rely on retrieval-augmented …
the context of a specified repository. Existing approaches mainly rely on retrieval-augmented …
A self-attentional neural architecture for code completion with multi-task learning
Code completion, one of the most useful features in the Integrated Development
Environments (IDEs), can accelerate software development by suggesting the libraries …
Environments (IDEs), can accelerate software development by suggesting the libraries …
Automatic parameter recommendation for practical API usage
Programmers extensively use application programming interfaces (APIs) to leverage
existing libraries and frameworks. However, correctly and efficiently choosing and using …
existing libraries and frameworks. However, correctly and efficiently choosing and using …
Holistic combination of structural and textual code information for context based API recommendation
Context based API recommendation is an important way to help developers find the needed
APIs effectively and efficiently. For effective API recommendation, we need not only a joint …
APIs effectively and efficiently. For effective API recommendation, we need not only a joint …
Type-directed completion of partial expressions
Modern programming frameworks provide enormous libraries arranged in complex
structures, so much so that a large part of modern programming is searching for APIs that …
structures, so much so that a large part of modern programming is searching for APIs that …
[HTML][HTML] Syntax-aware on-the-fly code completion
Context: Code completion aims to help improve developers' productivity by suggesting the
next code tokens from a given context. Various approaches have been proposed to …
next code tokens from a given context. Various approaches have been proposed to …
Practitioners' expectations on code completion
Code completion has become a common practice for programmers during their daily
programming activities. It aims at automatically predicting the next tokens or lines that the …
programming activities. It aims at automatically predicting the next tokens or lines that the …
How practitioners expect code completion?
Code completion has become a common practice for programmers during their daily
programming activities. It automatically predicts the next tokens or statements that the …
programming activities. It automatically predicts the next tokens or statements that the …