Shenghua Liu
- Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?
2024/02/11 by Yuyao Ge, Shenghua Liu, Ge, Yuyao +10 · 7 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Context-DPO: Aligning Language Models for Context-Faithfulness
2024/12/18 by Baolong Bi, Shaohan Huang, Bi, Baolong +25 · 8 citations
Social Sciences · #Religion, Spirituality, and Psychology
- Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
2025/03/20 by Baolong Bi, Bi, Baolong, Shenghua Liu +11 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Single-Pass PCA of Large High-Dimensional Data
2017/04/25 by Wenjian Yu, Yu, Wenjian, Yu Gu +7 · 1 citation
Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- "Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak
2024/06/17 by Lingrui Mei, Mei, Lingrui, Shenghua Liu +9 · 3 citations
Computer Science · #Artificial Intelligence in Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities
2024/06/18 by Baolong Bi, Bi, Baolong, Shenghua Liu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Software Engineering Research #Topic Modeling
- Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
2024/05/19 by Baolong Bi, Shenghua Liu, Bi, Baolong +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Library Science and Information Systems
- Not in Sync: Unveiling Temporal Bias in Audio Chat Models
2025/10/14 by Jiayu Yao, Shenghua Liu, Yao, Jiayu +12 · 1 citation
Arts and Humanities · Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Sound (cs.SD) #Speech and dialogue systems #Subtitles and Audiovisual Media
- Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning
2026/07/22 by Siqian Tong, Xuan Li, Chaozhuo Li +5
#cs.SD #cs.AI