Jul 2026
Show Me How You Reason and I'll Tell You Who You Are: Reasoning Graphs for Robust LLM Authorship Attribution
A graph neural network approach is proposed that leverages reasoning graphs extracted by an argument mining pipeline, demonstrating improved robustness and generalisation over a traditional Longformer baseline and outperforms the baseline under obfuscation attacks.
Zlata Kikteva, Artur Romazanov, Annette Hautli-Janisz et al.
· arXiv.org · 0 citations