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cs.CL2026
Towards Truly Multilingual ASR: Generalizing Code-Switching ASR to Unseen Language Pairs
Gio Paik, Hyunseo Shin, Soungmin Lee
Automatic Speech Recognition (ASR) has become a key technology for human--AI interaction. However, code-switching ASR (CS-ASR) remains particularly challenging due to the severe sc…
cs.CL2026
Layer-wise Swapping for Generalizable Multilingual Safety
Hyunseo Shin, Wonseok Hwang
Despite the rapid advancements of Large Language Models (LLMs), safety risks remain a critical challenge for low-resource languages. Existing safety datasets are predominantly Engl…