abstraction-refinement

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Precise Verification of Transformers through ReLU-Catalyzed Abstraction Refinement

arXiv cs.AI · 2026-05-15 Cached

This paper proposes a novel transformer verification approach that uses ReLU to represent precise but non-linear bounds for dot products, enabling precise and efficient verification. The method outperforms state-of-the-art baselines on sentiment analysis models.

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