Yoo, Kang Min
- 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
- GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation
2021/04/18 by Yoo, Kang Min, Park, Dongju, Kang, Jaewook +2 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Aligning Language Models to Explicitly Handle Ambiguity
2024/04/18 by Hyuhng Joon Kim, Kim, Hyuhng Joon, Youna Kim +13 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
2024/02/08 by Heeseung Kim, Kim, Heeseung, Soonshin Seo +19 · 9 citations
Computer Science · #Speech and dialogue systems #Speech Recognition and Synthesis
- Aligning Large Language Models through Synthetic Feedback
2023/05/23 by Kim, Sungdong, Bae, Sanghwan, Shin, Jamin +4 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
2023/05/23 by Kim, Jeonghoon, Lee, Jung Hyun, Kim, Sungdong +4 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
2022/06/16 by Hyuhng Joon Kim, Kim, Hyuhng Joon, Hyunsoo Cho +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
2025/02/04 by Kim, Jeonghoon, Lee, Byeongchan, Park, Cheonbok +7 · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
2022/05/25 by Yoo, Kang Min, Kim, Junyeob, Kim, Hyuhng Joon +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Critic-Guided Decoding for Controlled Text Generation
2022/12/21 by Kim, Minbeom, Lee, Hwanhee, Yoo, Kang Min +3 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Self-Guided Contrastive Learning for BERT Sentence Representations
2021/06/03 by Taeuk Kim, Kang Min Yoo, Kim, Taeuk +3 · 3 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
- Aligning Large Language Models by On-Policy Self-Judgment
2024/02/17 by Sangkyu Lee, Lee, Sangkyu, Sungdong Kim +9 · 5 citations
Computer Science · #Topic Modeling
- Learning to Compose Task-Specific Tree Structures
2017/07/10 by Choi, Jihun, Yoo, Kang Min, Lee, Sang-goo · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Instruction Tuning with Human Curriculum
2023/10/14 by Lee, Bruce W., Cho, Hyunsoo, Yoo, Kang Min · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Response Generation with Context-Aware Prompt Learning
2021/11/04 by Gu, Xiaodong, Yoo, Kang Min, Lee, Sang-Woo · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- HyperCLOVA X Technical Report
2024/04/02 by Kang Min Yoo, Yoo, Kang Min, Jaegeun Han +480 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-shot In-Context Learners
2022/12/21 by Hyunsoo Cho, Cho, Hyunsoo, Hyuhng Joon Kim +11 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
2024/08/02 by Kim, Youna, Kim, Hyuhng Joon, Park, Cheonbok +6 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
2024/07/12 by Lee, Jung Hyun, Yang, June Yong, Heo, Byeongho +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances
2020/12/03 by Gu, Xiaodong, Yoo, Kang Min, Ha, Jung-Woo · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Reward Optimization for Neural Machine Translation with Learned Metrics
2021/04/15 by Shu, Raphael, Yoo, Kang Min, Ha, Jung-Woo · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- What Changes Can Large-scale Language Models Bring? Intensive Study on\n HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
2021/09/09 by Boseop Kim, HyoungSeok Kim, Kim, Boseop +70 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
2022/05/25 by Jin-Hwa Kim, Kim, Jin-Hwa, Yunji Kim +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
2022/10/08 by Se Jung Kwon, Kwon, Se Jung, Jeonghoon Kim +17 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search
2025/05/21 by Hyunseok Lee, Jeonghoon Kim, Lee, Hyunseok +17 · 5 citations
Computer Science · Engineering · #Augmented Reality Applications #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
- LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices
2024/07/16 by Jung Hyun Lee, Lee, Jung Hyun, Jeonghoon Kim +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- Cross-lingual Collapse: How Language-Centric Foundation Models Shape Reasoning in Large Language Models
2025/06/06 by Cheonbok Park, Jeonghoon Kim, Park, Cheonbok +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling