Heuiseok Lim

Full Professor, Computer Sci. & Eng., Korea University

Joined

March 2018

Names

Heuiseok Lim

Emails

****@korea.ac.kr (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Full Professor

Computer Sci. & Eng., Korea University (korea.ac.kr)

2008 – 2035

Advisors, Relations & Conflicts

Coauthor

2020 – 2025

PhD Advisee

2020 – 2025

Expertise

Hallucination

2022 – 2025

Language Model

2000 – 2025

Machine translation

1992 – 2025

Publications

Evidential Transformation Network: Turning Pretrained Models into Evidential Models for Uncertainty Estimation
Yongchan Chun, Chanhee Park, Jeongho Yoon, Jaehyung Seo, Heuiseok Lim
- To appear in CVPR 2026 (Currently available on arXiv)
- Readers: Everyone
CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents
Jeiyoon Park, Chanjun Park, Heuiseok Lim
- NAACL 2025 (Industry Track)
- Readers: Everyone
LEGALMIDM: Use-Case-Driven Legal Domain Specialization for Korean Large Language Model
Youngjoon Jang, Chanhee Park, Hyeonseok Moon, Young-kyoung Ham, jiwon moon, Jinhyeon Kim, JuKyung Jung, Heuiseok Lim
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
KITE: A Benchmark for Evaluating Korean Instruction-Following Abilities in Large Language Models
Dongjun Kim, Chanhee Park, Chanjun Park, Heuiseok Lim
- CoRR 2025
- Readers: Everyone
Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models
Hyeonseok Moon, Seongtae Hong, Jaehyung Seo, Heuiseok Lim
- CoRR 2025
- Readers: Everyone
The Impact of Negated Text on Hallucination with Large Language Models
Jaehyung Seo, Hyeonseok Moon, Heuiseok Lim
- CoRR 2025
- Readers: Everyone
Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks
Dongjun Kim, Gyuho Shim, Yongchan Chun, Minhyuk Kim, Chanjun Park, Heuiseok Lim
- CoRR 2025
- Readers: Everyone
Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment
Seongtae Hong, Youngjoon Jang, Jungseob Lee, Hyeonseok Moon, Heuiseok Lim
- ICLR 2026 Poster
- Readers: Everyone
Semantic Fragment Similarity Representation Learning for Information Retrieval
Seongtae Hong, Hyeonseok Moon, Youngjoon Jang, Junyoung Son, Jaehyung Seo, Heuiseok Lim
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Conflict-Aware Representation Editing for Robust Retrieval-Augmented Generation
Dahyun Jung, Jaehyung Seo, Heuiseok Lim
- Submitted to ICLR 2026
- Readers: Everyone

View all 207 publications

Co-Authors

View all 145 co-authors