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Oh-Woog Kwon

3 accepted papers

2025

Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role

ACL 2025finding

This study comprehensively explores whether there actually exist “emotion neurons” within large language models (LLMs) that selectively process and express certain emotions, and what functional role they play. Drawing on the representative emotion theory of the six basic emotions, we focus on six co…

Cited by 0SourcePDFScholar
2025

Does the Emotional Understanding of LVLMs Vary Under High-Stress Environments and Across Different Demographic Attributes?

ACL 2025long

According to psychological and neuroscientific research, a high-stress environment can restrict attentional resources and intensify negative affect, thereby impairing the ability to understand emotions. Furthermore, demographic attributes such as race, gender, and age group have been repeatedly repo…

Cited by 0SourcePDFScholar
2025

Small Changes, Big Impact: How Manipulating a Few Neurons Can Drastically Alter LLM Aggression

ACL 2025long

Recent remarkable advances in Large Language Models (LLMs) have led to innovations in various domains such as education, healthcare, and finance, while also raising serious concerns that they can be easily misused for malicious purposes. Most previous research has focused primarily on observing how…

Cited by 0SourcePDFScholar