Search Results for author: Ben Gelman

Found 5 papers, 0 papers with code

That Escalated Quickly: An ML Framework for Alert Prioritization

no code implementations13 Feb 2023 Ben Gelman, Salma Taoufiq, Tamás Vörös, Konstantin Berlin

In place of in-house solutions, organizations are increasingly moving towards managed services for cyber defense.

Group-Node Attention for Community Evolution Prediction

no code implementations9 Jul 2021 Matt Revelle, Carlotta Domeniconi, Ben Gelman

The task of predicting structural changes in communities over time is known as community evolution prediction.

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 Decoder +2

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