Xinghua Zhang
- Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
2024/06/25 by Minzheng Wang, Wang, Minzheng, Longze Chen +25 · 38 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
- How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
2024/06/09 by Zhenhong Zhou, Hou–Yong Yu, Zhou, Zhenhong +9 · 29 citations
Economics, Econometrics and Finance · Computer Science · #Law, Economics, and Judicial Systems #Law, AI, and Intellectual Property
- Wider and Deeper LLM Networks are Fairer LLM Evaluators
2023/08/03 by Xinghua Zhang, Bowen Yu, Zhang, Xinghua +13 · 14 citations
Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques
- On the Role of Attention Heads in Large Language Model Safety
2024/10/17 by Zhenhong Zhou, Zhou, Zhenhong, Hou–Yong Yu +15 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
2024/11/09 by Xinghua Zhang, Hou–Yong Yu, Zhang, Xinghua +7 · 12 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms #Semantic Web and Ontologies
- Adaptive Social Learning via Mode Policy Optimization for Language Agents
2025/05/04 by Minzheng Wang, Yongbin Li, Wang, Minzheng +15 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
2025/06/10 by Zou, Tao, Xinghua Zhang, Zhang, Xinghua +8 · 3 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends
2024/09/21 by Xinghua Zhang, Zhang, Xinghua, Hou–Yong Yu +9 · 3 citations
Arts and Humanities · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Translation Studies and Practices
- Exploring the System 1 Thinking Capability of Large Reasoning Models
2025/04/14 by Wenyuan Zhang, Zhang, Wenyuan, Nie, Shuaiyi +6 · 3 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences