InfoPattern: Unveiling Information Propagation Patterns in Social Media

November 27, 2023 ยท Entered Twilight ยท ๐Ÿ› arXiv.org

๐Ÿ’ค TWILIGHT: Eternal Rest
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Repo contents: .DS_Store, README.md, demos

Authors Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek Abdelzaher, Heng Ji arXiv ID 2311.15642 Category cs.SI: Social & Info Networks Cross-listed cs.CL Citations 0 Venue arXiv.org Repository https://github.com/blender-nlp/InfoPattern Last Checked 3 months ago
Abstract
Social media play a significant role in shaping public opinion and influencing ideological communities through information propagation. Our demo InfoPattern centers on the interplay between language and human ideology. The demo (Code: https://github.com/blender-nlp/InfoPattern ) is capable of: (1) red teaming to simulate adversary responses from opposite ideology communities; (2) stance detection to identify the underlying political sentiments in each message; (3) information propagation graph discovery to reveal the evolution of claims across various communities over time. (Live Demo: https://incas.csl.illinois.edu/blender/About )
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