Jung, Jaehun
- Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement
2024/07/25 by Jaehun Jung, Faeze Brahman, Jung, Jaehun +3 · 1 voice · 15 citations
Business, Management and Accounting · Social Sciences · #Corporate Law and Human Rights #Legal Systems and Judicial Processes #European and International Contract Law
- Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations
2022/05/24 by Jung, Jaehun, Qin, Lianhui, Welleck, Sean +4 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing
2023/05/26 by Jaehun Jung, Peter West, Jung, Jaehun +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, Aarti Basant, : +305 · 23 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
2025/05/26 by Jaehun Jung, Seungju Han, Jung, Jaehun +17 · 10 citations
Engineering · #Reservoir Engineering and Simulation Methods
- Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning
2025/04/06 by Ximing Lu, Seungju Han, Lu, Ximing +19 · 5 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
- STEER: Unified Style Transfer with Expert Reinforcement
2023/11/13 by Hallinan, Skyler, Brahman, Faeze, Lu, Ximing +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models
2024/02/13 by Jillian Fisher, Fisher, Jillian, Ximing Lu +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Information-Theoretic Distillation for Reference-less Summarization
2024/03/20 by Jung, Jaehun, Lu, Ximing, Jiang, Liwei +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions
2025/06/10 by David Acuna, Acuna, David, Ximing Lu +11 · 3 citations
Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
- Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers
2025/06/16 by Seo, Wooseok, Han, Seungju, Jung, Jaehun +6 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)