Holyoak, Keith J.
- Emergent Analogical Reasoning in Large Language Models
2022/12/19 by Taylor W. Webb, Taylor Webb, Webb, Taylor +4 · 3 voices · 34 citations
Computer Science · Social Sciences · #Language and cultural evolution #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Large Language Model Displays Emergent Ability to Interpret Novel Literary Metaphors
2023/08/03 by Nicholas Ichien, Dušan Stamenković, Ichien, Nicholas +3 · 3 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Topic Modeling
- Evidence from counterfactual tasks supports emergent analogical reasoning in large language models
2024/04/14 by Webb, Taylor, Holyoak, Keith J., Lu, Hongjing · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Visual analogy: Deep learning versus compositional models
2021/05/14 by Nicholas Ichien, Qing Liu, Ichien, Nicholas +9 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI)
- Probabilistic Analogical Mapping with Semantic Relation Networks
2021/03/30 by Hongjing Lu, Lu, Hongjing, Nicholas Ichien +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Bayesian Modeling and Causal Inference
- Rise of QAnon: A Mental Model of Good and Evil Stews in an Echochamber
2021/05/10 by Priniski, J. Hunter, McClay, Mason, Holyoak, Keith J. · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)