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301 * Wed, 8/5/2020, 10:00 AM - 11:50 AM Virtual
Natural Language Processing Applications in Defense and National Security — Topic Contributed Papers
Section on Statistics in Defense and National Security, Text Analysis Interest Group, Section on Statistical Learning and Data Science, Section on Statistical Computing
Organizer(s): Joseph D Warfield, Johns Hopkins University Applied Physics Laboratory
Chair(s): Joseph D Warfield, Johns Hopkins University Applied Physics Laboratory
10:05 AM Neural Language Processing to Detect, Attribute, Characterize and Defend Against Digital Deception
Svitlana Volkova, Pacific Northwest National Laboratory
10:25 AM A Sliding Information Distance for Change Point Detection in Text or Audio
Richard Field, Sandia National Laboratories; Christina Ting, Sandia National Laboratories; Travis Bauer, Sandia National Laboratories
10:45 AM Few-Shot Learning for Text Applications: Exploring Authorship Identification with Small Data
Lauren Phillips, Pacific Northwest National Laboratory; Sarah Reehl, Pacific Northwest National Laboratory; Ana Usenko, Western Washington University
11:05 AM Classifying Documents Through the Use of Artificial Intelligence
Kelly Townsend, Johns Hopkins University, Applied Physics Laboratory; Alex Firpi, Johns Hopkins University Applied Physics Lab
11:25 AM Discussant: David Marchette, US Naval Surface Warfare Center Dahlgren Division
11:45 AM Floor Discussion