Doyoung Kim
- FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
2023/07/20 by Seonghyeon Ye, Doyoung Kim, Ye, Seonghyeon +15 · 39 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
2023/05/23 by Seungone Kim, Kim, Seungone, Se June Joo +11 · 36 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
- Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
2024/04/16 by Hyeonbin Hwang, Hwang, Hyeonbin, Doyoung Kim +7 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Exploring the Benefits of Training Expert Language Models over Instruction Tuning
2023/02/07 by Joel Jang, Jang, Joel, Seungone Kim +13 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- How Well Do Large Language Models Truly Ground?
2023/11/15 by Hyunji Lee, Sejune Joo, Lee, Hyunji +11 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Optimal Task Design: To Integrate or Separate Planning and Implementation?
2006/04/27 by Fahad Khalil, Doyoung Kim, Dongsoo Shin · 2 citations
Decision Sciences · Social Sciences · Economics, Econometrics and Finance · Mathematics · Engineering · #Auction Theory and Applications #Experimental Behavioral Economics Studies #Law, Economics, and Judicial Systems #Task (project management) #Constraint (computer-aided design) #Computer science #Outcome (game theory) #Value (mathematics) #Value of information #Artificial intelligence #Machine learning #Systems engineering #Microeconomics #Mathematics #Engineering
- Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy
2023/11/02 by Dongmin Park, Seola Choi, Park, Dongmin +7 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Music and Audio Processing
- Metathesis, molecular redistribution of alkanes, and the chemical upgrading of low-density polyethylene
2022/08/17 by Doyoung Kim, Zachary R. Hinton, Peng Bai +5 · 1 citation
Chemistry · Environmental Science · Materials Science · #Microplastics and Plastic Pollution #Synthetic Organic Chemistry Methods #biodegradable polymer synthesis and properties
- How language models extrapolate outside the training data: A case study in Textualized Gridworld
2024/06/21 by Doyoung Kim, Jongwon Lee, Kim, Doyoung +5 · 1 voice · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Cognitive Science and Mapping #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #cs.CL
- Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt
2022/10/06 by Seonghyeon Ye, Joel Jang, Ye, Seonghyeon +7 · 1 citation
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Machine Learning and Algorithms