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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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07/13/2023
Overcoming the Mental Set Effect in Programming Problem Solving
This paper adopts a cognitive psychology perspective to investigate the ...
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04/24/2023
Detecting Code Quality Issues in Pre-written Templates of Programming Tasks in Online Courses
In this work, we developed an algorithm for detecting code quality issue...
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03/28/2023
What Writing Assistants Can Learn from Programming IDEs
With the development of artificial intelligence, writing assistants (WAs...
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03/16/2023
Optimizing Duplicate Size Thresholds in IDEs
In this paper, we present an approach for transferring an optimal lower ...
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03/06/2023
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks
Solving a problem with a deep learning model requires researchers to opt...
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02/13/2023
The Effect of Perceptual Load on Performance within IDE in People with ADHD Symptoms
In this paper, we describe the research on how perceptual load can affec...
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02/07/2023
Just-in-Time Code Duplicates Extraction
Refactoring is a critical task in software maintenance, and is usually p...
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01/26/2023
Analyzing the Quality of Submissions in Online Programming Courses
Programming education should aim to provide students with a broad range ...
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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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05/21/2022
All You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs
Integrated Development Environments (IDE) are designed to make users mor...
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04/30/2022
Aggregation of Stack Trace Similarities for Crash Report Deduplication
The automatic collection of stack traces in bug tracking systems is an i...
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04/05/2022
On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages
A recent study by Ahmed and Devanbu reported that using a corpus of code...
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03/30/2022
A Large-Scale Comparison of Python Code in Jupyter Notebooks and Scripts
In recent years, Jupyter notebooks have grown in popularity in several d...
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03/17/2022
Lupa: A Framework for Large Scale Analysis of the Programming Language Usage
In this paper, we present Lupa - a framework for large-scale analysis of...
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02/12/2022
Reflekt: a Library for Compile-Time Reflection in Kotlin
Reflection in Kotlin is a powerful mechanism to introspect program behav...
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01/14/2022
DapStep: Deep Assignee Prediction for Stack Trace Error rePresentation
The task of finding the best developer to fix a bug is called bug triage...
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12/30/2021
AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE
We have developed a plugin for IntelliJ IDEA called AntiCopyPaster that ...
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12/29/2021
ReSplit: Improving the Structure of Jupyter Notebooks by Re-Splitting Their Cells
Jupyter notebooks represent a unique format for programming - a combinat...
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12/07/2021
IntelliTC: Automating Type Changes in IntelliJ IDEA
Developers often change the types of program elements. Such a refactorin...
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12/06/2021
Hyperstyle: A Tool for Assessing the Code Quality of Solutions to Programming Assignments
In software engineering, it is not enough to simply write code that only...
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10/01/2021
The IntelliJ Platform: a Framework for Building Plugins and Mining Software Data
In software engineering, a great number of new approaches are being acti...
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08/25/2021
RefactorInsight: Enhancing IDE Representation of Changes in Git with Refactorings Information
Inspection of code changes is a time-consuming task that constitutes a b...
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08/25/2021
Revizor: A Data-Driven Approach to Automate Frequent Code Changes Based on Graph Matching
Many code changes that developers make in their projects are repeated an...
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08/17/2021
Infrastructure in Code: Towards Developer-Friendly Cloud Applications
The popularity of cloud technologies has led to the development of a new...
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08/10/2021
PyNose: A Test Smell Detector For Python
Similarly to production code, code smells also occur in test code, where...
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07/28/2021
Sorrel: an IDE Plugin for Managing Licenses and Detecting License Incompatibilities
Software development is a complex process that includes many different t...
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07/15/2021
One Thousand and One Stories: A Large-Scale Survey of Software Refactoring
Despite the availability of refactoring as a feature in popular IDEs, re...
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07/13/2021
Automatic Classification of Error Types in Solutions to Programming Assignments at Online Learning Platform
Online programming courses are becoming more and more popular, but they ...
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07/09/2021
On the Nature of Code Cloning in Open-Source Java Projects
Code cloning plays a very important role in open-source software enginee...
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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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05/21/2021
Kotless: a Serverless Framework for Kotlin
Recent trends in Web development demonstrate an increased interest in se...
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05/21/2021
Changes from the Trenches: Should We Automate Them?
Code changes constitute one of the most important features of software e...
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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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12/09/2020
TaskTracker-tool: a Toolkit for Tracking of Code Snapshots and Activity Data During Solution of Programming Tasks
The process of writing code and use of features in an integrated develop...
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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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04/03/2020
Visualization of Methods Changeability Based on VCS Data
Software engineers have a wide variety of tools and techniques that can ...
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04/03/2020
Using Large-Scale Anomaly Detection on Code to Improve Kotlin Compiler
In this work, we apply anomaly detection to source code and bytecode to ...
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02/15/2020
Recommendation of Move Method Refactoring Using Path-Based Representation of Code
Software refactoring plays an important role in increasing code quality....
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02/12/2020
A Study of Potential Code Borrowing and License Violations in Java Projects on GitHub
With an ever-increasing amount of open source software, the popularity o...
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02/12/2020
Multi-Objective Optimization for Token-Based Clone Detection
Clone detection plays an important role in software engineering. Finding...
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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