Han, Chi
- Tool Learning with Foundation Models
2023/04/17 by Yujia Qin, Qin, Yujia, Shengding Hu +79 · 48 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
2024/03/26 by Rui Pan, Xiang Liu, Pan, Rui +11 · 1 voice · 14 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #cs.AI #cs.CL #cs.LG #math.OC
- LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models
2023/08/30 by Chi Han, Han, Chi, Qifan Wang +10 · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models
2023/05/23 by Qian, Cheng, Chi Han, Han, Chi +8 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Word Embeddings Are Steers for Language Models
2023/05/22 by Chi Han, Jialiang Xu, Han, Chi +13 · 13 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Eliminating Position Bias of Language Models: A Mechanistic Approach
2024/07/01 by Wang, Ziqi, Zhang, Hanlin, Li, Xiner +6 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Visual Concept-Metaconcept Learning
2020/02/04 by Chi Han, Jiayuan Mao, Han, Chi +7 · 5 citations
Biochemistry, Genetics and Molecular Biology · 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 (stat.ML) #Machine Learning in Bioinformatics #Multimodal Machine Learning Applications
- RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
2023/05/19 by Tianci Xue, Xue, Tianci, Ziqi Wang +9 · 4 citations
Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Explainable Artificial Intelligence (XAI)
- Learning Shared Semantic Space for Speech-to-Text Translation
2021/05/07 by Chi Han, Mingxuan Wang, Han, Chi +5 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination
2025/02/22 by Zhang, Yuji, Li, Sha, Qian, Cheng +8 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
2025/02/10 by Guo, Xuehang, Xingyao Wang, Yangyi Chen +10 · 3 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)
- Can Language Models Follow Multiple Turns of Entangled Instructions?
2025/03/17 by Han, Chi, Liu, Xin, Wang, Haodong +12 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Zero-Shot Classification by Logical Reasoning on Natural Language Explanations
2022/11/07 by Chi Han, Han, Chi, Hengzhi Pei +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning
2023/05/22 by Chi Han, Qizheng He, Han, Chi +9 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Towards LifeSpan Cognitive Systems
2024/09/20 by Yu Wang, Wang, Yu, Chi Han +21 · 2 citations
Computer Science · Decision Sciences · #Cognitive Science and Mapping #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Understanding Emergent In-Context Learning from a Kernel Regression Perspective
2023/05/22 by Chi Han, Han, Chi, Ziqi Wang +5 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- Understanding the Effect of Data Augmentation on Knowledge Distillation
2023/05/21 by Wang, Ziqi, Han, Chi, Bao, Wenxuan +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- LDC: Learning to Generate Research Idea with Dynamic Control
2024/12/19 by Ruochen Li, Liqiang Jing, Li, Ruochen +7 · 2 citations
Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Problem and Project Based Learning