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Luc Pommeret

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#artificial intelligence Preprint Sep 2026

Can We Do Interpretable NLI with Graphs Based on Atomic Propositions?

While Large Language Model (LLM)-based Natural Language Inference (NLI) systems achieve high accuracy, their decision-making processes lack auditable structures. This paper explores whether NLI can be performed using only interpretable, graph-based representations of evidence. We introduce a fully graph-based pipeline...

Younes Boufouss, Luc Pommeret, Thomas Gerald et al. · 0 citations