Natural Language Processing Lab.
Career History
- 2001 : B.S. Information and Computer Science, Ajou University
- 2003 : M.S. Computer Science & Engineering, POSTECH
- 2008 : Ph.D. Computer Science & Engineering, POSTECH
- 2008 ~ 2012 : Research Fellow, National University of Singapore (NUS), Singapore
- 2012 ~ 2014 : Senior researcher, Electronics and Telecommunications Research Institute (ETRI)
- 2015 ~ 2025.02 : Professor, Dept. of Computer Science & Artificial Intelligence, Jeonbuk National University
- 2022.3 ~ 2024.02 : Dean of Dept. of Computer Science & Artificial Intelligence, Jeonbuk National University
- 2025.03 ~ Present : Associative Professor, Artificial Intelligence Graduate School, UNIST
Intro
Natural Language Processing (NLP) Lab is conducting cutting-edge research on advancing large language models (LLMs), particularly aiming at developing System 2 components for knowledge injection, learning, and mastering, ultimately pursuing Artificial General Language Intelligence (AGLI). Recent research topics of NLP Lab include knowledge editing, model merging and routing, alignment, mixture of experts (MoE), efficient reasoning, continual learning, retrieval-augmented generation (RAG), diffusion language models, and efficient LLMs (e.g., quantization and pruning).
Research Field
Natural Language Processing, Large Language Models, Knowledge Editing, Retrieval-Augmented Generation, Reasoning