Zhou, Ben
- Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
2023/11/16 by Nan Xu, Xu, Nan, Fei Wang +9 · 12 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Adversarial Robustness in Machine Learning
- "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
- There is a Time and Place for Reasoning Beyond the Image
2022/03/01 by Fu, Xingyu, Zhou, Ben, Chandratreya, Ishaan Preetam +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
2024/04/18 by Feng, Yu, Zhou, Ben, Lin, Weidong +1 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
2023/11/16 by Bangzheng Li, Ben Zhou, Li, Bangzheng +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
- Temporal Reasoning on Implicit Events from Distant Supervision
2020/10/24 by Zhou, Ben, Richardson, Kyle, Ning, Qiang +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
2023/11/07 by Chen, Sihao, Zhang, Hongming, Chen, Tong +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- QA-LIGN: Aligning LLMs through Constitutionally Decomposed QA
2025/06/09 by Dineen, Jacob, RRV, Aswin, Liu, Qin +8 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Zero-Shot Open Entity Typing as Type-Compatible Grounding
2019/07/07 by Zhou, Ben, Khashabi, Daniel, Tsai, Chen-Tse +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning
2024/10/24 by Xiaodong Yu, Yu, Xiaodong, Zhou, Ben +4 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Mathematics Education and Teaching Techniques
- 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
- Temporal Common Sense Acquisition with Minimal Supervision
2020/05/08 by Zhou, Ben, Ning, Qiang, Khashabi, Daniel +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- 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
- Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts
2022/10/30 by Zhou, Ben, Richardson, Kyle, Yu, Xiaodong +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Generative AI in Transportation Planning: A Survey
2025/03/10 by Da, Longchao, Chen, Tiejin, Li, Zhuoheng +14 · 2 citations
#68T99 #90B06 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #I.2.8 #I.6.3 #J.2
- AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control
2025/06/25 by Ruosen Li, Li, Ruosen, Luo, Ziming +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
- 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
- ToW: Thoughts of Words Improve Reasoning in Large Language Models
2024/10/21 by Zhikun Xu, Xu, Zhikun, Ming Shen +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
- ThinkTuning: Instilling Cognitive Reflections without Distillation
2025/08/11 by RRV, Aswin, Dineen, Jacob, Handa, Divij +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection
2025/03/14 by Li, Bangzheng, Wang, Fei, Zhou, Wenxuan +5 · 1 citation
#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)
- Self-supervised Analogical Learning using Language Models
2025/02/03 by Zhou, Ben, Jain, Sarthak, Zhang, Yi +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences