About
Hi. I'm Jaehyeok Lee, a graduate student studying for my master's at SKKU in the HLI Lab.
Research topic (Interested in): Reasoning with large language models
Education
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SungKyunKwan University(SKKU), South Korea (Feb 2023 - now)
M.S., Artificial Intelligence -
SungKyunKwan University(SKKU), South Korea (Feb 2017 - Feb 2023)
B.S., Computer Science and Engineering
B.S., Chemical Engineering
Publications
Self-Training Meets Consistency: Improving LLMs' Reasoning With Consistency-Driven Rationale Evaluation (link) (code)
Jaehyeok Lee, Keisuke Sakaguchi, JinYeong Bak
arXiv preprint
Enhancing Emotion-Cause Pair Extraction in Conversation With Contextual Information (link)
Jaehyeok Lee, DongJin Jeong, JinYeong Bak
Authorea preprint
Experiences
- Conducted a practical lecture on "Natural Language Processing and Fundamentals" as part of a specialized military AI training program (2023)
- Built Korean text detoxification parallel dataset, in collaboration with KT (2023)
Awards
- Dean's List (2022-1)
Patents
- Device and method for generating emotion-cause pair based on conversation, and storage medium storing instruction to perform method for generating emotion cause pair. Dongjin Jeong, JinYeong Bak, Jaehyeok Lee. United States Patent Application.