no code implementations • 24 May 2019 • Numa Dhamani, Paul Azunre, Jeffrey L. Gleason, Craig Corcoran, Garrett Honke, Steve Kramer, Jonathon Morgan
We apply an ensemble pipeline composed of a character-level convolutional neural network (CNN) and a long short-term memory (LSTM) as a general tool for addressing a range of disinformation problems.
1 code implementation • 24 Jan 2019 • Paul Azunre, Craig Corcoran, Numa Dhamani, Jeffrey Gleason, Garrett Honke, David Sullivan, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan
Simulated data containing a set of base classes is first used to learn an initial set of weights.
no code implementations • 4 Apr 2018 • Paul Azunre, Craig Corcoran, David Sullivan, Garrett Honke, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan
This paper describes an abstractive summarization method for tabular data which employs a knowledge base semantic embedding to generate the summary.