Checking Code Style with Neural Networks (2017)

Re:Checking Code Style with Neural Networks (2017) by nayname on Thursday August 23, 2018 @04:42AM (#17825604)

Seq2seq translator (which trains to translate from one human language to another) is not a good architecture to learn computer code.

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Re:Checking Code Style with Neural Networks (2017) by andyonthewings on Thursday August 23, 2018 @06:33AM (#17826065)

What can be used instead?

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Re:Checking Code Style with Neural Networks (2017) by nayname on Thursday August 23, 2018 @07:07AM (#17826212)

Another thing I like is NPI - https://arxiv.org/pdf/1511.06279.pdf. At the end, you can find NPI vs Seq2Seq charts

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Re:Checking Code Style with Neural Networks (2017) by nayname on Thursday August 23, 2018 @06:59AM (#17826173)

It would be easier not to represent computer code as a string of sentences, but to get some semantic structure from it. One way is to use a syntax tree - https://openreview.net/forum?id=rkxY-sl0W

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