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B. Ramyasree

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Review Open access Sep 2026

A Comprehensive Survey on Code-Switched LLM Safety and Robustness Evaluation

This survey provides the first comprehensive review of research on code-switched LLM safety and robustness evaluation, and aims to guide researchers and practitioners in developing more robust evaluation frameworks and alignment techniques for real-world multilingual deployments.

Pulagam Naveen Kumar, Sowjanya Bojja, K. Anoosha et al. · 0 citations

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