Search Results for author: Jessica Moore

Found 5 papers, 1 papers with code

Logical Segmentation of Source Code

no code implementations18 Jul 2019 Jacob Dormuth, Ben Gelman, Jessica Moore, David Slater

Many software analysis methods have come to rely on machine learning approaches.

Segmentation

A Language-Agnostic Model for Semantic Source Code Labeling

no code implementations3 Jun 2019 Ben Gelman, Bryan Hoyle, Jessica Moore, Joshua Saxe, David Slater

We use Stack Overflow code snippets and their tags to train a language-agnostic, deep convolutional neural network to automatically predict semantic labels for source code documents.

Code Search

A Convolutional Neural Network for Language-Agnostic Source Code Summarization

no code implementations29 Mar 2019 Jessica Moore, Ben Gelman, David Slater

Automatic source code summarization may therefore have the ability to significantly improve the software development process.

Code Summarization Descriptive +1

Automated data validation: an industrial experience report

1 code implementation8 Mar 2019 Lei Zhang, Sean Howard, Tom Montpool, Jessica Moore, Krittika Mahajan, Andriy Miranskyy

To mitigate these concerns, we would like to bring software engineering best practices into data science.

Databases Software Engineering Applications

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