Syntax errors just aren't natural: improving error reporting with language models

MSR, pp. 252-261, 2014.

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Keywords:
nlphuman factorssyntaxerror locationlanguagesMore(5+)

Abstract:

A frustrating aspect of software development is that compiler error messages often fail to locate the actual cause of a syntax error. An errant semicolon or brace can result in many errors reported throughout the file. We seek to find the actual source of these syntax errors by relying on the consistency of software: valid source code is ...More

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