Hong, Jiwoo

1. ORPO: Monolithic Preference Optimization without Reference Model
   2024/03/12 by Jiwoo Hong, Noah Lee, Hong, Jiwoo +4 · 1 voice · 102 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Criteria Decision Making #cs.AI #cs.CL
2. When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research
   2025/05/17 by Guijin Son, Son, Guijin, Jiwoo Hong +20 · 4 voices · 9 citations
   Computer Science · Medicine · Decision Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management
3. Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
   2025/04/04 by Bae, Sanghwan, Hong, Jiwoo, Lee, Min Young +3 · 23 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Margin-aware Preference Optimization for Aligning Diffusion Models without Reference
   2024/06/10 by Hong, Jiwoo, Paul, Sayak, Lee, Noah +3 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Cross-lingual Transfer of Reward Models in Multilingual Alignment
   2024/10/23 by Jiwoo Hong, Noah Lee, Hong, Jiwoo +7 · 7 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Employee Welfare and Language Studies #FOS: Computer and information sciences
6. Evaluating the Consistency of LLM Evaluators
   2024/11/30 by Noah Lee, Lee, Noah, Jiwoo Hong +3 · 7 citations
   Economics, Econometrics and Finance · Social Sciences · #Healthcare Policy and Management #Artificial Intelligence in Law
7. Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning
   2025/02/24 by Son, Guijin, Hong, Jiwoo, Ko, Hyunwoo +1 · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. AlphaPO: Reward Shape Matters for LLM Alignment
   2025/01/07 by Gupta, Aman, Tang, Shao, Song, Qingquan +10 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. On the Robustness of Reward Models for Language Model Alignment
   2025/05/12 by Hong, Jiwoo, Lee, Noah, Kim, Eunki +5 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)