Guijin Son

1. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
   2024/06/09 by Seungone Kim, Kim, Seungone, Juyoung Suk +61 · 20 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. KMMLU: Measuring Massive Multitask Language Understanding in Korean
   2024/02/18 by Guijin Son, Son, Guijin, Hanwool Lee +15 · 1 voice · 13 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
3. When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research
   2025/05/17 by Guijin Son, Ji-Woo Hong, Son, Guijin +20 · 4 voices · 9 citations
   Computer Science · Medicine · Decision Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management
4. LLM-as-a-Judge & Reward Model: What They Can and Cannot Do
   2024/09/17 by Guijin Son, Hyunwoo Ko, Son, Guijin +7 · 6 citations
   Social Sciences · Economics, Econometrics and Finance · #Legal Systems and Judicial Processes #Legal Education and Practice Innovations #Law, Economics, and Judicial Systems
5. MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models
   2024/10/23 by Guijin Son, Son, Guijin, Dongkeun Yoon +16 · 6 citations
   Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems
6. Beyond Classification: Financial Reasoning in State-of-the-Art Language Models
   2023/04/30 by Guijin Son, Hanearl Jung, Son, Guijin +7 · 2 citations
   Computer Science · Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Stock Market Forecasting Methods
7. Improving Fine-grained Visual Understanding in VLMs through Text-Only Training
   2024/12/17 by Guijin Son, Choi, Dasol, Son, Guijin +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing