Research
Meaning, representation, and grounded systems.
My earlier research compared human neural representations with NLP models in metaphor and reasoning tasks. That background now informs practical questions about evidence, grounding, and what a model output actually supports.
Publications
Staged Linguistic Seeding: Grounded Query Expansion for Verified-Unit QA in AI Contact Centers
GroundLM Workshop at EMNLP 2026
Metaphor in Mind and Machine
OHBM 2024 / Aperture Neuro
Comparative Analysis of Brain and NLP Models for Reasoning Tasks
Brain Engineering Society of Korea
Korean Twitter Bot Detection based on Deep Learning
Korea Software Congress / KIISE
Academic service
Reviewer
Grounding Language Models (GroundLM) Workshop at EMNLP 2026
Reviewer
Vision-Language Models for Real-World Deployment (VLM4RWD) Workshop at NeurIPS 2026