10 citations · 10 across the 3 of their papers we have counts for
5 papers
Identifying collaborators in large codebases
Waren Long, Vadim Markovtsev, Hugo Mougard +2
The way developers collaborate inside and particularly across teams often escapes management's attention, despite a formal organization with designated teams being defined. Observa…
STYLE-ANALYZER: fixing code style inconsistencies with interpretable unsupervised algorithms
Vadim Markovtsev, Waren Long, Hugo Mougard +2
Source code reviews are manual, time-consuming, and expensive. Human involvement should be focused on analyzing the most relevant aspects of the program, such as logic and maintain…
Splitting source code identifiers using Bidirectional LSTM Recurrent Neural Network
Vadim Markovtsev, Waren Long, Egor Bulychev +3
Programmers make rich use of natural language in the source code they write through identifiers and comments. Source code identifiers are selected from a pool of tokens which are s…
Public Git Archive: a Big Code dataset for all
Vadim Markovtsev, Waren Long
The number of open source software projects has been growing exponentially. The major online software repository host, GitHub, has accumulated tens of millions of publicly availabl…
Topic modeling of public repositories at scale using names in source code
Vadim Markovtsev, Eiso Kant
Programming languages themselves have a limited number of reserved keywords and character based tokens that define the language specification. However, programmers have a rich use…