Search Results for author: Andrew Rice

Found 4 papers, 1 papers with code

Productivity Assessment of Neural Code Completion

1 code implementation13 May 2022 Albert Ziegler, Eirini Kalliamvakou, Shawn Simister, Ganesh Sittampalam, Alice Li, Andrew Rice, Devon Rifkin, Edward Aftandilian

Neural code synthesis has reached a point where snippet generation is accurate enough to be considered for integration into human software development workflows.

Code Completion

Adaptive Forgetting Curves for Spaced Repetition Language Learning

no code implementations23 Apr 2020 Ahmed Zaidi, Andrew Caines, Russell Moore, Paula Buttery, Andrew Rice

The forgetting curve has been extensively explored by psychologists, educationalists and cognitive scientists alike.

Approximating Activation Functions

no code implementations17 Jan 2020 Nicholas Gerard Timmons, Andrew Rice

These approximations were suitable for all cases we considered and we believe are appropriate replacements for all networks using these activation functions.

Learning to Fix Build Errors with Graph2Diff Neural Networks

no code implementations4 Nov 2019 Daniel Tarlow, Subhodeep Moitra, Andrew Rice, Zimin Chen, Pierre-Antoine Manzagol, Charles Sutton, Edward Aftandilian

A diff specifies how to modify the code's abstract syntax tree, represented in the neural network as a sequence of tokens and of pointers to code locations.

Program Repair

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