CodeMend - Assisting Interactive Programming with Bimodal Embedding

CodeMend - Assisting Interactive Programming with Bimodal Embedding

ACM SIGCHI via YouTube Direct link

Summary

19 of 19

19 of 19

Summary

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CodeMend - Assisting Interactive Programming with Bimodal Embedding

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  1. 1 Intro
  2. 2 Programming is not so easy
  3. 3 What you've seen in the video
  4. 4 Traditional Solutions
  5. 5 Three Scenarios
  6. 6 Deep Learning is a Good Fit
  7. 7 How does this work?
  8. 8 Opening the black box
  9. 9 Map Code to Neural Net
  10. 10 Mapping Code to Neural Net
  11. 11 Interface Design - Inspiration
  12. 12 How well does it work?
  13. 13 Experiment 1: How well does the model work?
  14. 14 Experiment 1: Example Model Output
  15. 15 Experiment 1: Results
  16. 16 Experiment 2. How well does the system work?
  17. 17 Experiment 2 - Results
  18. 18 Future Directions
  19. 19 Summary

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