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08/15/2023
From Commit Message Generation to History-Aware Commit Message Completion
Commit messages are crucial to software development, allowing developers...
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01/11/2023
Predicting Tags For Programming Tasks by Combining Textual And Source Code Data
Competitive programming remains a very popular activity that combines bo...
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09/07/2022
So Much in So Little: Creating Lightweight Embeddings of Python Libraries
In software engineering, different approaches and machine learning model...
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08/05/2022
Out of the BLEU: how should we assess quality of the Code Generation models?
In recent years, researchers have created and introduced a significant n...
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06/17/2022
Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection
Code clones are pairs of code snippets that implement similar functional...
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06/17/2022
Evaluating the Impact of Source Code Parsers on ML4SE Models
As researchers and practitioners apply Machine Learning to increasingly ...
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06/07/2022
Assessing Project-Level Fine-Tuning of ML4SE Models
Machine Learning for Software Engineering (ML4SE) is an actively growing...
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06/03/2021
Unsupervised Learning of General-Purpose Embeddings for Code Changes
Applying machine learning to tasks that operate with code changes requir...
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03/23/2021
PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code
The application of machine learning algorithms to source code has grown ...
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07/06/2020
Sosed: a tool for finding similar software projects
In this paper, we present Sosed, a tool for discovering similar software...
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02/10/2020
Building Implicit Vector Representations of Individual Coding Style
With the goal of facilitating team collaboration, we propose a new appro...
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01/30/2020