Jiwoong Sohn

PhD, ETHZ - ETH Zurich

Joined

June 2023

Names

Jiwoong Sohn (Preferred)

Emails

****@gmail.com (Confirmed)

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

****@ethz.ch (Confirmed)

Personal Links

Career & Education History

PhD

ETHZ - ETH Zurich (ethz.ch)

2025 – Present

BS, BE, MS

Korea University (korea.ac.kr)

2016 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Michael Moor

2025 – Present

PhD Advisor

Torsten Hoefler

2025 – Present

MS Advisor

Jaewoo Kang

2023 – 2025

Expertise

No areas of expertise listed

Publications

Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
Hyunjae Kim, Jiwoong Sohn, Aidan Gilson, Nicholas Cochran-Caggiano, Serina S. Applebaum, Heeju Jin, Seihee Park, Yujin Park, Jiyeong Park, Seoyoung Choi, Brittany Alexandra Herrera Contreras, Thomas Huang, Jaehoon Yun, Ethan F. Wei, Roy Jiang, Leah Colucci, Eric Lai, Amisha D. Dave, Tuo Guo, Maxwell B. Singer et al. (7 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
Jaehoon Yun, Jiwoong Sohn, Jungwoo Park, Hyunjae Kim, Xiangru Tang, Yanjun Shao, Yonghoe Koo, Minhyeok Ko, Qingyu Chen, Mark Gerstein, Michael Moor, Jaewoo Kang
- CoRR 2025
- Readers: Everyone
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
Xiangru Tang, Daniel Shao, Jiwoong Sohn, Jiapeng Chen, Jiayi Zhang, Jinyu Xiang, Fang Wu, Yilun Zhao, Chenglin Wu, Wenqi Shi, Arman Cohan, Mark Gerstein
- CoRR 2025
- Readers: Everyone
Author Correction: Small language models learn enhanced reasoning skills from medical textbooks
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Jungwoo Park, Olga Reykhart, Thomas Fetherston, Donghee Choi, Soo Heon Kwak, Qingyu Chen, Jaewoo Kang
- npj Digit. Medicine 2025
- Readers: Everyone
Automatic genetic phenotype normalization from dysmorphology physical examinations: an overview of the BioCreative VIII - Task 3 competition
Davy Weissenbacher, Xinwei Zhao, Jessica R. C. Priestley, Katherine M. Szigety, Sarah F. Schmidt, Karen O'Connor, Ekin Soysal, Kirk Roberts, Jiewei Qi, Ling Luo, Zhihao Yang, Hongfei Lin, Hajung Kim, Chanhwi Kim, Jiwoong Sohn, Tim Beck, Marek Rei, Sunkyu Kim, T. Ian Simpson, Joram M. Posma et al. (13 additional authors not shown)
- Database J. Biol. Databases Curation 2025
- Readers: Everyone
KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports
Hajung Kim, Chanhwi Kim, Jiwoong Sohn, Tim Beck, Marek Rei, Sunkyu Kim, T. Ian Simpson, Joram M. Posma, Antoine Lain, Mujeen Sung, Jaewoo Kang
- CoRR 2025
- Readers: Everyone
Small language models learn enhanced reasoning skills from medical textbooks
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Jungwoo Park, Olga Reykhart, Thomas Fetherston, Donghee Choi, Soo Heon Kwak, Qingyu Chen, Jaewoo Kang
- npj Digit. Medicine 2025
- Readers: Everyone
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang
- NAACL (Long Papers) 2025
- Readers: Everyone
Improving medical reasoning through retrieval and self-reflection with retrieval-augmented large language models
Minbyul Jeong, Jiwoong Sohn, Mujeen Sung, Jaewoo Kang
- Bioinform. 2024
- Readers: Everyone
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Donghee Choi, Jaewoo Kang
- CoRR 2024
- Readers: Everyone

View all 12 publications

Co-Authors

View all 84 co-authors