Divide-and-Conquer Approach for Multi-phase Statistical Migration for Source Code (T)

@article{Nguyen2015DivideandConquerAF,
  title={Divide-and-Conquer Approach for Multi-phase Statistical Migration for Source Code (T)},
  author={Anh H. T. Nguyen and Tung Thanh Nguyen and Tien N. Nguyen},
  journal={2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE)},
  year={2015},
  pages={585-596}
}
Prior research shows that directly applying phrase-based SMT on lexical tokens to migrate Java to C# produces much semantically incorrect code. A key limitation is the use of sequences in phrase-based SMT to model and translate source code with well-formed structures. We propose mppSMT, a divide-and-conquer technique to address that with novel training and migration algorithms using phrase-based SMT in three phases. First, mppSMT treats a program as a sequence of syntactic units and maps… CONTINUE READING
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