4 papers
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…
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…
Causal Retrieval with Semantic Consideration
Hyunseo Shin, Wonseok Hwang
Recent advancements in large language models (LLMs) have significantly enhanced the performance of conversational AI systems. To extend their capabilities to knowledge-intensive do…
On the Consideration of AI Openness: Can Good Intent Be Abused?
Yeeun Kim, Hyunseo Shin, Eunkyung Choi +3
Open source is a driving force behind scientific advancement.However, this openness is also a double-edged sword, with the inherent risk that innovative technologies can be misused…