Gradient Based Approaches
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ID: gradientbasedapproaches
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Adversarial Semantic Collisions
AbstractWe study semantic collisions: texts that are semantically unrelated but judged as similar by NLP models. We develop gradient-based approaches for generating semantic collisions and demonstrate that state-of-the-art models for …...