MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety

Yahan Yang, Soham Dan, Shuo Li, Dan Roth 0001, Insup Lee 0001. MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 27377-27396, Association for Computational Linguistics, 2025. [doi]

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