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Robustness as an Emergent Property of Task Performance

Ashury-Tahan, Shir et al.
arXiv (OAI Expanded) · Papers
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computation-and-languagemachine-learning
Robustness is widely viewed as a key challenge for real-world applications. However, because current research focuses only on difficult tasks, it partially captures real-world readiness. In this paper, we argue and verify that robustness, defined as consistency across semantically equivalent inputs,
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