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adversarial benchmark

7 papers

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Co-occurring keywords · papers mentioning both

benchmark evaluation (3) large language model (2) natural language inference (2) adversarial learning (2) red team testing (1) vqa robustness (1) pointwise evaluation (1) biased preference (1) generalized quantifier (1) safety detection (1)

Papers

Code-Switching as a Safety Failure Mode in Large Language Models: An Empirical Study of Roman Urdu across English, Mixed, and Transliteration-Only Inputs EACL 2026 SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs NAACL 2025 The Comparative Trap: Pairwise Comparisons Amplifies Biased Preferences of LLM Evaluators EMNLP 2025 Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI EMNLP 2022 Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks NAACL 2022 Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ICCV 2021 Adversarial NLI: A New Benchmark for Natural Language Understanding ACL 2020