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We present a method for automatically generating repair feedback for syntax errors for introductory programming problems.
Parallel distributed processing: Explorations in the microstructure of cognition, vol. 1
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Combinatorial sketching for finite programs
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On the naturalness of software
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Feedback generation for performance problems in introductory programming assignments
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Codewebs: scalable homework search for massive open online programming courses
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Suggesting accurate method and class names
M. Allamanis, E. T. Barr, C. Bird, and C. A. Sutton · 2015
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Mathematical language processing: Automatic grading and feedback for open response mathematical questions
A. S. Lan, D. Vats, A. E. Waters, and R. G. Baraniuk · 2015
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Learning program embeddings to propagate feedback on student code
C. Piech, J. Huang, A. Nguyen, M. Phulsuksombati, M. Sahami, and L. J. Guibas · 2015
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Predicting program properties from "big code"
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V. Raychev, M. T. Vechev, and A. Krause · 2015
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