Search Results for author: Kamel Alreshedy

Found 2 papers, 1 papers with code

SCC: Automatic Classification of Code Snippets

1 code implementation • 21 Sep 2018 • Kamel Alreshedy, Dhanush Dharmaretnam, Daniel M. German, Venkatesh Srinivasan, T. Aaron Gulliver

Determining the programming language of a source code file has been considered in the research community; it has been shown that Machine Learning (ML) and Natural Language Processing (NLP) algorithms can be effective in identifying the programming language of source code files.

Classification Code Classification +1

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Predicting the Programming Language of Questions and Snippets of StackOverflow Using Natural Language Processing

no code implementations • 21 Sep 2018 • Kamel Alreshedy, Dhanush Dharmaretnam, Daniel M. German, Venkatesh Srinivasan, T. Aaron Gulliver

The classifier achieves an accuracy of 91. 1% in predicting the 24 most popular programming languages by combining features from the title, body and the code snippets of the question.

BIG-bench Machine Learning TAG

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