Publications

• A General Path-Based Representation for Predicting Program Properties
  • Uri Alon, Meital Zilberstein, Omer Levy, Eran Yahav
  • PLDI’18: Programming Languages Design and Implementation
  • [PDF][Slides][PLDI Talk][BibTeX]
  • [JS Code][JS Dataset][Python Dataset]
• code2vec: Learning Distributed Representations of Code
  • Uri Alon, Meital Zilberstein, Omer Levy, Eran Yahav
  • Under review [PDF][BibTeX]
  • [Token vectors][Method name vectors]
    • Format (word2vec format, compatible with gensim):
      • first line: <vocab_size> <dimension>
      • Each following line: <word> <float1> <float2> … <float_dimension>
• code2seq: Generating Sequences from Structured Representations of Code
  • Uri Alon, Omer Levy, Eran Yahav
  • Under review [PDF][BibTeX]
  • Datasets: [Java-small][Java-med][Java-large]