4 citations · 7 across the 7 of their papers we have counts for
4 papers · 1 filter
Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection
Maksim Zubkov, Egor Spirin, Egor Bogomolov +1
Code clones are pairs of code snippets that implement similar functionality. Clone detection is a fundamental branch of automatic source code comprehension, having many application…
Evaluating the Impact of Source Code Parsers on ML4SE Models
Ilya Utkin, Egor Spirin, Egor Bogomolov +1
As researchers and practitioners apply Machine Learning to increasingly more software engineering problems, the approaches they use become more sophisticated. A lot of modern appro…
Assessing Project-Level Fine-Tuning of ML4SE Models
Egor Bogomolov, Sergey Zhuravlev, Egor Spirin +1
Machine Learning for Software Engineering (ML4SE) is an actively growing research area that focuses on methods that help programmers in their work. In order to apply the developed…
PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code
Egor Spirin, Egor Bogomolov, Vladimir Kovalenko +1
The application of machine learning algorithms to source code has grown in the past years. Since these algorithms are quite sensitive to input data, it is not surprising that resea…