Probabilistic Analogical Mapping with Semantic Relation Networks

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Probabilistic Analogical Mapping with Semantic Relation Networks

30 March 2021

Nicholas Ichien

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Papers citing "Probabilistic Analogical Mapping with Semantic Relation Networks"

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Title
Can an Easy-to-Hard Curriculum Make Reasoning Emerge in Small Language Models? Evidence from a Four-Stage Curriculum on GPT-2 Xiang Fu ReLM LRM 91 0 0 16 May 2025
Few-Shot Learning of Visual Compositional Concepts through Probabilistic Schema Induction Andrew Jun Lee Taylor Webb Trevor Bihl K. Holyoak Hongjing Lu OCL 58 0 0 14 May 2025
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences Shuchen Wu Mirko Thalmann Peter Dayan Zeynep Akata Eric Schulz VLM 109 0 0 27 Oct 2024
Investigating learning-independent abstract reasoning in artificial neural networks T. Barak Y. Loewenstein 66 0 0 25 Jul 2024
Evidence from counterfactual tasks supports emergent analogical reasoning in large language models Taylor Webb K. Holyoak Hongjing Lu LRM ELM 100 6 0 14 Apr 2024
Silico-centric Theory of Mind Anirban Mukherjee H. Chang 28 0 0 14 Mar 2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models Kian Ahrabian Zhivar Sourati Kexuan Sun Jiarui Zhang Yifan Jiang Fred Morstatter Jay Pujara LRM 111 9 0 22 Jan 2024
Do large language models solve verbal analogies like children do? Claire E. Stevenson Mathilde ter Veen Rochelle Choenni Han L. J. van der Maas Ekaterina Shutova LRM 28 8 0 31 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 70 3 0 02 Oct 2023
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction Taylor Webb Steven M. Frankland Awni Altabaa Simon N. Segert Kamesh Krishnamurthy ... Tyler Giallanza Zack Dulberg Randall O'Reilly John Lafferty Jonathan D. Cohen 85 31 0 12 Sep 2023
Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization S. S. Mondal Steven M. Frankland Taylor Webb Jonathan D. Cohen 77 1 0 28 May 2023
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 110 315 0 19 Dec 2022
Zero-shot visual reasoning through probabilistic analogical mapping Taylor Webb Shuhao Fu Trevor Bihl K. Holyoak Hongjing Lu LRM 95 13 0 29 Sep 2022
A Theory of Relation Learning and Cross-domain Generalization L. Doumas Guillermo Puebla Andrea E. Martin J. Hummel NAI 74 30 0 11 Oct 2019