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cs.CL2026
Reliable News or Propagandist News? A Neurosymbolic Model Using Genre, Topic, and Persuasion Techniques to Improve Robustness in Classification
Géraud Faye, Benjamin Icard, Morgane Casanova +6
Among news disorders, propagandist news are particularly insidious, because they tend to mix oriented messages with factual reports intended to look like reliable news. To detect p…
cs.CL2026
TEGRA: Text Encoding With Graph and Retrieval Augmentation for Misinformation Detection
Géraud Faye, Wassila Ouerdane, Guillaume Gadek +2
Misinformation detection is a critical task that can benefit significantly from the integration of external knowledge, much like manual fact-checking. In this work, we propose a no…