M.S. Student in Artificial Intelligence at Hanyang University
Member of HYU NLP Lab, advised by Prof. Taeuk Kim
I am a Master's student in Artificial Intelligence at Hanyang University and a member of HYU NLP Lab, advised by Prof. Taeuk Kim. My research lies at the intersection of Natural Language Processing, Human-Computer Interaction, and empirical AI alignment, with a focus on the reliability of preference signals in LLM-based systems.
My research investigates how LLM-based systems can make reliable decisions in subjective settings. I focus on studying human preference modeling, rubric-based evaluation, and the use of evaluation signals as rewards in reinforcement learning.
My broader goal is to develop human-centered language technologies that support interpretable and trustworthy interactions between people and AI systems.
- Verifiability and non-verifiable task evaluation
- Human preference modeling and alignment
- Rubric-based evaluation and reward reliability in reinforcement learning
- Memory-augmented and tool-using LLM agents
- Dialogue systems and interactive AI
- "Latent Preference Modeling for Cross-Session Personalized Tool Calling" - Under Review
- "Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents" - EMNLP 2025
- "Exploring Modular Prompt Design for Emotion and Mental Health Recognition" - CHI 2025
- Website: er1123090.github.io
- CV: Document
- Google Scholar: Profile
- LinkedIn: minseo-kim-878526276
- X: @er1123090