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Algorithmic Programming Language Identification

21 June 2011
David Klein
Kyle Murray
Simon Weber
ArXiv (abs)PDFHTML
Abstract

Motivated by the amount of code that goes unidentified on the web, we introduce a practical method for algorithmically identifying the programming language of source code. Our work is based on supervised learning and intelligent statistical features. We also explored, but abandoned, a grammatical approach. In testing, our implementation greatly outperforms that of an existing tool that relies on a Bayesian classifier.

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