Yunzhi Yao
- Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
2023/10/11 by Cunxiang Wang, Xiaoze Liu, Wang, Cunxiang +28 · 16 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
2023/05/22 by Yuqi Zhu, Xiaohan Wang, Zhu, Yuqi +15 · 13 citations
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications
- Knowledge Circuits in Pretrained Transformers
2024/05/28 by Yunzhi Yao, Ningyu Zhang, Yao, Yunzhi +11 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Neural Networks and Applications
- Detoxifying Large Language Models via Knowledge Editing
2024/03/21 by Mengru Wang, Ningyu Zhang, Wang, Mengru +17 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Knowledge Mechanisms in Large Language Models: A Survey and Perspective
2024/07/22 by Mengru Wang, Yunzhi Yao, Wang, Mengru +23 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
- Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
2025/05/20 by Xingyu Chen, Wang, Mengru, Yue Wang +25 · 8 citations
Computer Science · #Cognitive Science and Mapping #AI-based Problem Solving and Planning
- How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
2025/02/16 by Yixin Ou, Ou, Yixin, Yunzhi Yao +13 · 6 citations
Social Sciences · #Higher Education Learning Practices
- LightMem: Lightweight and Efficient Memory-Augmented Generation
2025/10/21 by J. Fang, Fang, Jizhan, Xinle Deng +21 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
- ReCode: Updating Code API Knowledge with Reinforcement Learning
2025/06/25 by Haoze Wu, Yunzhi Yao, Wu, Haoze +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
2024/09/09 by Ningyu Zhang, Zekun Xi, Zhang, Ningyu +25 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Neural Networks and Applications #Semantic Web and Ontologies
- Unveiling the Pitfalls of Knowledge Editing for Large Language Models
2023/10/03 by Zhoubo Li, Ningyu Zhang, Li, Zhoubo +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling