Active code completion

C Omar, YS Yoon, TD LaToza… - 2012 34th International …, 2012 - ieeexplore.ieee.org
… Refinements to the code completion menu that incorporate … active code completion, an
architecture that allows library developers to introduce interactive and highly-specialized code

Productivity assessment of neural code completion

A Ziegler, E Kalliamvakou, XA Li, A Rice… - Proceedings of the 6th …, 2022 - dl.acm.org
Code completion systems that offer suggestions to a developer on the … Neural code synthesis
approaches to code completion … That means a user normally active only during the week …

Pythia: Ai-assisted code completion system

A Svyatkovskiy, Y Zhao, S Fu… - Proceedings of the 25th …, 2019 - dl.acm.org
In this paper, we propose a novel end-to-end approach for AI-assisted code completion called
Pythia. It generates ranked lists of method and API recommendations which can be used …

Learning from examples to improve code completion systems

M Bruch, M Monperrus, M Mezini - Proceedings of the 7th joint meeting …, 2009 - dl.acm.org
… intelligent code completion systems that learn from existing code repositories. … code completion
systems which learn from examples significantly outperform mainstream code completion

A transformer-based approach for smart invocation of automatic code completion

A de Moor, A van Deursen, M Izadi - Proceedings of the 1st ACM …, 2024 - dl.acm.org
… an open-source code completion plugin with around 100 monthly active users developed at
… the popular code completion plugins mentioned earlier (Section 2): • Line-completion only. …

Codefill: Multi-token code completion by jointly learning from structure and naming sequences

M Izadi, R Gismondi, G Gousios - Proceedings of the 44th International …, 2022 - dl.acm.org
code as natural language text, hence code completion becomes an instance of the well-studied
text completion … Autocompletion is an active research area for both practitioners and …

ExecRepoBench: Multi-level Executable Code Completion Evaluation

J Yang, J Zhang, J Yang, K Jin, L Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
… , which contains 1.2K samples from 50 active Python … for the code completion task, we
propose the multilevel grammar-based completion to create REPOINSTRUCT, where the code

Enhancing Code Completion with Implicit Feedback

H Jin, Y Zhou, Y Hussain - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
… level code completion tools can be plugged into EHOPE. We choose two representative
code completion … In our future work, we consider using techniques such as active learning to …

Fast and memory-efficient neural code completion

A Svyatkovskiy, S Lee, A Hadjitofi… - 2021 IEEE/ACM 18th …, 2021 - ieeexplore.ieee.org
… to code completion. In this work, we tackle these limitations by reformulating neural code
completion … In our example, jax is a relatively new machine learning library that is under active

Intelligent code completion with Bayesian networks

S Proksch, J Lerch, M Mezini - ACM Transactions on Software …, 2015 - dl.acm.org
… the complete source code (ie, all intelligent code completion engines … activate all information
classes separately, then we activate pairs (2+DP, 2+CP, 2+CD), and in the end, we activate