Geng, Jiayi
- Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
2024/10/27 by Ryan Liu, Jiayi Geng, Liu, Ryan +10 · 7 voices · 41 citations
Decision Sciences · Computer Science · #Complex Systems and Decision Making #Cognitive Science and Mapping
- A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
2025/07/28 by Huan-ang Gao, Gao, Huan-ang, Jiayi Geng +51 · 2 voices · 56 citations
#cs.AI
- Large Language Models Assume People are More Rational than We Really are
2024/06/24 by Ryan Liu, Liu, Ryan, Jiayi Geng +7 · 2 voices · 10 citations
#cs.CL #cs.AI #cs.CY #cs.LG
- TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
2024/10/18 by Jiahao Qiu, Yifu Lu, Qiu, Jiahao +15 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Time Series Analysis and Forecasting
- Accumulating Context Changes the Beliefs of Language Models
2025/11/03 by Jiayi Geng, Howard Chen, Geng, Jiayi +11 · 4 voices · 5 citations
Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
- CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
2023/01/01 by Ge Zhang, Zhang, Ge, Yizhi Li +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Language Models as Science Tutors
2024/02/16 by Alexis Chevalier, Chevalier, Alexis, Jiayi Geng +40 · 2 citations
Psychology · Computer Science · #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems
2025/05/23 by Geng, Jiayi, Chen, Howard, Arumugam, Dilip +1 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Physics Supernova: AI Agent Matches Elite Gold Medalists at IPhO 2025
2025/09/01 by Qiu, Jiahao, J. Shi, Shi, Jingzhe +11 · 8 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Levels of Analysis for Large Language Models
2025/03/17 by Ku, Alexander, Campbell, Declan, Bai, Xuechunzi +10 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Continual Memorization of Factoids in Language Models
2024/11/11 by Howard Chen, Jiayi Geng, Chen, Howard +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling