authorship attribution 1graph neural networks 1large language models 1reasoning graphs 1robust detection 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
Show Me How You Reason and I'll Tell You Who You Are: Reasoning Graphs for Robust LLM Authorship Attribution
Zlata Kikteva, Artur Romazanov, Annette Hautli-Janisz +1
The paper introduces a method that extracts reasoning structures from LLM‑generated text and uses a graph neural network to attribute authorship, showing higher robustness to parap…
cs.CL2025
An Explainable Framework for Misinformation Identification via Critical Question Answering
Ramon Ruiz-Dolz, John Lawrence
Natural language misinformation detection approaches have been, to date, largely dependent on sequence classification methods, producing opaque systems in which the reasons behind…