Ben Zhou

1. Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
   2023/11/16 by Nan Xu, Fei Wang, Xu, Nan +9 · 12 citations
   Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Adversarial Robustness in Machine Learning
2. "Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding
   2019/09/06 by Ben Zhou, Daniel Khashabi, Zhou, Ben +5 · 6 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
   2023/11/16 by Bangzheng Li, Li, Bangzheng, Ben Zhou +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. Conceptual and Unbiased Reasoning in Language Models
   2024/03/30 by Ben Zhou, Hongming Zhang, Zhou, Ben +13 · 2 citations
   Computer Science · #Natural Language Processing Techniques
5. Evaluating Models' Local Decision Boundaries via Contrast Sets
   2020/04/06 by Matt Gardner, Gardner, Matt, Yoav Artzi +49 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
6. Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering
   2023/05/24 by Xingyu Fu, Ben Zhou, Fu, Xingyu +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control
   2025/06/25 by Ruosen Li, Li, Ruosen, Quan Zhang +10 · 4 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation
   2024/06/17 by Bangzheng Li, Li, Bangzheng, Ben Zhou +9 · 1 citation
   Computer Science · #Topic Modeling #Machine Learning in Healthcare
9. ToW: Thoughts of Words Improve Reasoning in Large Language Models
   2024/10/21 by Zhikun Xu, Ming Shen, Xu, Zhikun +15 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
10. Implicit Reasoning Steering via Concept Chaining
    2026/07/15 by Xiao Ye, Sanika Chavan, Yuxi Huang +4
    #cs.CL