A survey on machine learning techniques applied to source code

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[HTML][HTML] Large language models for code completion: A systematic literature review

RA Husein, H Aburajouh, C Catal - Computer Standards & Interfaces, 2024 - Elsevier
Code completion serves as a fundamental aspect of modern software development,
improving developers' coding processes. Integrating code completion tools into an …
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On inter-dataset code duplication and data leakage in large language models

JAH López, B Chen, M Saad… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Motivation. Large language models (LLMs) have exhibited remarkable proficiency in diverse
software engineering (SE) tasks, such as code summarization, code translation, and code …
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ALPINE: An adaptive language-agnostic pruning method for language models for code

M Saad, JAH López, B Chen, D Varró… - ar** design structures, such as
abstractions, features, crosscutting concerns, or patterns. This is similar to how a human …
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