Semi-Supervised Verified Feedback Generation

  title={Semi-Supervised Verified Feedback Generation},
  author={Shalini Kaleeswaran and Anirudh Santhiar and Aditya Kanade and Sumit Gulwani},
  booktitle={SIGSOFT FSE},
Students have enthusiastically taken to online programming lessons and contests. Unfortunately, they tend to struggle due to lack of personalized feedback. There is an urgent need of program analysis and repair techniques capable of handling both the scale and variations in student submissions, while ensuring quality of feedback. Towards this goal, we present a novel methodology called semi-supervised verified feedback generation. We cluster submissions by solution strategy and ask the… CONTINUE READING
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