3 papers
cs.SE2021
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…
cs.SE2020
Sosed: a tool for finding similar software projects
Egor Bogomolov, Yaroslav Golubev, Artyom Lobanov +2
In this paper, we present Sosed, a tool for discovering similar software projects. We use fastText to compute the embeddings of subtokens into a dense space for 120,000 GitHub repo…
cs.SE2020
Building Implicit Vector Representations of Individual Coding Style
Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin +1
With the goal of facilitating team collaboration, we propose a new approach to building vector representations of individual developers by capturing their individual contribution s…