Gerstenberg, Tobias
- Imagining and building wise machines: The centrality of AI metacognition
2024/11/04 by Samuel G. B. Johnson, Amir-Hossein Karimi, Johnson, Samuel G. B. +19 · 10 voices · 4 citations
Computer Science · #Reinforcement Learning in Robotics #cs.AI #cs.CY #cs.HC
- Understanding Social Reasoning in Language Models with Language Models
2023/06/21 by Kanishk Gandhi, Gandhi, Kanishk, Jan-Philipp Fränken +5 · 28 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
- Explanations Can Reduce Overreliance on AI Systems During Decision-Making
2022/12/13 by Helena Vasconcelos, Matthew Jörke, Vasconcelos, Helena +9 · 19 citations
Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Decision-Making and Behavioral Economics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovation, Sustainability, Human-Machine Systems
- STaR-GATE: Teaching Language Models to Ask Clarifying Questions
2024/03/28 by Chinmaya Andukuri, Andukuri, Chinmaya, Jan-Philipp Fränken +5 · 16 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Uncalibrated Models Can Improve Human-AI Collaboration
2022/02/12 by Vodrahalli, Kailas, Gerstenberg, Tobias, Zou, James · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
2023/10/30 by Allen Nie, Nie, Allen, Yuhui Zhang +8 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- To Err is Robotic: Rapid Value-Based Trial-and-Error during Deployment
2024/06/22 by Maximilian Du, Alexander Khazatsky, Du, Maximilian +5 · 4 citations
Decision Sciences · Health Professions · Engineering · #Simulation Techniques and Applications #Quality and Safety in Healthcare #Systems Engineering Methodologies and Applications
- Do Humans Trust Advice More if it Comes from AI? An Analysis of Human-AI Interactions
2021/07/14 by Vodrahalli, Kailas, Daneshjou, Roxana, Gerstenberg, Tobias +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints
2017/07/25 by Ilker Yildirim, Yildirim, Ilker, Tobias Gerstenberg +7 · 1 voice · 1 citation
#cs.AI #cs.RO #stat.ML
- Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
2024/04/22 by Jan-Philipp Fränken, Fränken, Jan-Philipp, Eric Zelikman +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Modeling Open-World Cognition as On-Demand Synthesis of Probabilistic Models
2025/07/16 by Lionel Wong, Katherine M. Collins, Wong, Lionel +19 · 4 voices · 7 citations
#cs.CL #cs.AI #cs.PL
- Human-like Affective Cognition in Foundation Models
2024/09/18 by Kanishk Gandhi, Gandhi, Kanishk, Zoe Lynch +12 · 2 citations
Computer Science · Neuroscience · #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Psychiatry, Mental Health, Neuroscience
- MARPLE: A Benchmark for Long-Horizon Inference
2024/10/02 by Emily Jin, Zhuoyi Huang, Jin, Emily +17 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel
2025/05/28 by Parés-Morlans, Carlota, Yi, Michelle, Chen, Claire +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)