Blogs (9) >>
SPLASH 2016
Sun 30 October - Fri 4 November 2016 Amsterdam, Netherlands
Wed 2 Nov 2016 17:30 - 19:30 at Foyer - Poster Reception Wednesday Chair(s): Jeff Huang, Sebastian Erdweg
Mon 31 Oct 2016 20:12 - 20:30 at PTA - Poster Reception Monday Chair(s): Jeff Huang, Sebastian Erdweg

We present a novel technique for automatic program correction in MOOCs, capable of fixing both syntactic and semantic errors without manual, problem specific correction strategies. Given an incorrect student program, it \emph{generates} candidate programs from a distribution of likely corrections, and checks each candidate for correctness against a test suite.

The key observation is that in MOOCs many programs share similar code fragments, and the seq2seq neural network model, used in the natural-language processing task of machine translation, can be modified and trained to recover these fragments.

Experiment shows our scheme can correct 29% of all incorrect submissions and out-performs state of the art approach which requires manual, problem specific correction strategies.

Mon 31 Oct

splash-2016-posters
17:30 - 20:30: Posters - Poster Reception Monday at PTA
Chair(s): Jeff Huang, Sebastian Erdweg
splash-2016-posters147793140000017:30 - 17:48
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splash-2016-posters147793248000017:48 - 18:06
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splash-2016-posters147793356000018:06 - 18:24
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splash-2016-posters147793464000018:24 - 18:42
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splash-2016-posters147793572000018:42 - 19:00
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splash-2016-posters147793680000019:00 - 19:18
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splash-2016-posters147793788000019:18 - 19:36
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splash-2016-posters147793896000019:36 - 19:54
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splash-2016-posters147794004000019:54 - 20:12
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splash-2016-posters147794112000020:12 - 20:30
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Wed 2 Nov

splash-2016-posters
17:30 - 19:30: Posters - Poster Reception Wednesday at Foyer
Chair(s): Jeff Huang, Sebastian Erdweg
splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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splash-2016-posters147810420000017:30 - 19:30
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