Sohn, Jiwoong

1. Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
   2024/01/27 by Jeong, Minbyul, Sohn, Jiwoong, Sung, Mujeen +1 · 10 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
2. Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
   2024/03/30 by Hyunjae Kim, Kim, Hyunjae, Hyeon Kyeong Hwang +17 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
3. Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
   2024/11/01 by Jiwoong Sohn, Yein Park, Sohn, Jiwoong +13 · 11 citations
   Computer Science · #Topic Modeling
4. MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
   2025/03/10 by Tang, Xiangru, Shao, Daniel, Sohn, Jiwoong +9 · 12 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
   2025/06/13 by Yun, Jaehoon, Jiwoong Sohn, Jungwoo Park +19 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI-based Problem Solving and Planning #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies