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The old Jungloid technique for Java factory automation/type conversions (I have an A, I want a B) seems like a possible use for this kind of thing. http://dl.acm.org/citation.cfm?id=1065018


There has been a lot of work on code mining. It still isn't that useful, and no one has used RNNs (well, there is one paper I remember reading).




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