What question did this study set out to answer?

The aim is to synthesize effective code completions for programming tasks involving APIs.

May 13, 2014

Code completion with statistical language models

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Randomized trial synthesizes code completions for holes in programs using APIs, indicating effectiveness in code generation.

The aim is to synthesize effective code completions for programming tasks involving APIs.
Developed statistical language models for predicting method call sequences.
Tested model performance on various programming scenarios.
Evaluated the accuracy of code completions generated for holes in programs.
Achieved high accuracy rates in predicting method calls with statistical models.
Demonstrated significant improvement in code completion quality over traditional methods.

Raychev et al. (2014) studied this question.

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