Papers citing 'Abstraction and Analogy-Making in Artificial Intelligence'

Title
Modelling Analogies and Analogical Reasoning: Connecting Cognitive Science Theory and NLP Research Molly R. Petersen Claire Stevenson Lonneke van der Plas 0 0 0 11 Sep 2025
Finding your MUSE: Mining Unexpected Solutions Engine Nir Sweed Hanit Hakim Ben Wolfson Hila Lifshitz Dafna Shahaf 0 0 0 05 Sep 2025
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems Szymon Pawlonka Mikołaj Małkiński Jacek Mańdziuk 40 0 0 16 Aug 2025
What is an "Abstract Reasoner"? Revisiting Experiments and Arguments about Large Language Models Tian Yun Chen Sun Ellie Pavlick LRM 31 0 0 30 Jul 2025
Building Trustworthy AI by Addressing its 16+2 Desiderata with Goal-Directed Commonsense Reasoning Alexis R. Tudor Yankai Zeng Huaduo Wang Joaquín Arias Gopal Gupta LRM 62 0 0 15 Jun 2025
GIFARC: Synthetic Dataset for Leveraging Human-Intuitive Analogies to Elevate AI Reasoning Woochang Sim Hyunseok Ryu Kyungmin Choi Sungwon Han Sundong Kim 131 0 0 27 May 2025
Types of Relations: Defining Analogies with Category Theory Claire Ott Frank Jäkel 33 0 0 26 May 2025
Advancing Generalization Across a Variety of Abstract Visual Reasoning TasksInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Mikołaj Małkiński Jacek Mańdziuk 90 1 0 19 May 2025
Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces Michael Pichat William Pogrund Paloma Pichat Judicael Poumay Armanouche Gasparian Samuel Demarchi Martin Corbet Alois Georgeon Michael Veillet-Guillem MILM 155 0 0 30 Apr 2025
Intra-neuronal attention within language models Relationships between activation and semantics Michael Pichat William Pogrund Paloma Pichat Armanouche Gasparian Samuel Demarchi Corbet Alois Georgeon Michael Veillet-Guillem MILM 148 0 0 17 Mar 2025
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 189 3 0 14 Mar 2025
Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs Kanishk Gandhi Ayush Chakravarthy Anikait Singh Nathan Lile Noah D. Goodman ReLM LRM 297 211 0 03 Mar 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization Felipe del-Rio Alain Raymond-Sáez Daniel Florea Rodrigo Toro Icarte Julio Hurtado Cristian B. Calderon Á. Soto AI4CE 177 1 0 27 Feb 2025
Human-like conceptual representations emerge from language prediction Ningyu Xu Tao Gui Chao Du Qiang Luo Jiaqi Leng Qi Zhang Menghan Zhang 276 1 0 21 Jan 2025
How Do Artificial Intelligences Think? The Three Mathematico-Cognitive Factors of Categorical Segmentation Operated by Synthetic Neurons Michael Pichat William Pogrund Armanush Gasparian Paloma Pichat Samuel Demarchi Michael Veillet-Guillem 164 3 0 26 Dec 2024
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation Joanne Boisson Zara Siddique Hsuvas Borkakoty Dimosthenis Antypas Luis Espinosa-Anke Jose Camacho-Collados 140 0 0 19 Dec 2024
Can Multimodal Large Language Model Think Analogically? Diandian Guo Cong Cao Fangfang Yuan Dakui Wang Wei Ma Yanbing Liu Jianhui Fu LRM 137 1 0 02 Nov 2024
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning Gaurav Arora Srujana Merugu Shreya Jain Vaibhav Saxena LRM 206 0 0 18 Oct 2024
KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning Pierre Monnin Cherif-Hassan Nousradine Lucas Jarnac Laurel Zuckerman Miguel Couceiro 86 0 0 26 Aug 2024
Any four real numbers are on all fours with analogy Yves Lepage Miguel Couceiro 88 0 0 26 Jul 2024
Towards Learning Abductive Reasoning using VSA Distributed Representations Giacomo Camposampiero Michael Hersche Aleksandar Terzić Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 165 5 0 27 Jun 2024
Games of Knightian Uncertainty as AGI testbeds Spyridon Samothrakis Dennis J. N. J. Soemers Damian Machlanski 101 1 0 26 Jun 2024
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? Siyu Yuan Cheng Jiayang Lin Qiu Deqing Yang AI4Ed ELM 99 4 0 17 Jun 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation Chen Huang Yiping Jin Ilija Ilievski Wenqiang Lei Jiancheng Lv 151 3 0 20 May 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning Yifan Jiang Jiarui Zhang Kexuan Sun Zhivar Sourati Kian Ahrabian Kaixin Ma Filip Ilievski Jay Pujara LRM 173 22 0 21 Apr 2024
AI-enhanced Collective Intelligence: The State of the Art and Prospects Hao Cui T. Yasseri 118 29 0 15 Mar 2024
Do Large Language Models Solve ARC Visual Analogies Like People Do? Gustaw Opielka Hannes Rosenbusch Veerle Vijverberg Claire E. Stevenson LRM 97 8 0 13 Mar 2024
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies Oren Sultan Yonatan Bitton Ron Yosef Dafna Shahaf 143 11 0 02 Mar 2024
If Turing played piano with an artificial partner D. Dotov Dante Camarena Zach Harris Joanna Spyra Pietro Gagliano Laurel Trainor 49 2 0 09 Feb 2024
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures Michael Hersche Francesco di Stefano Thomas Hofmann Abu Sebastian Abbas Rahimi 114 9 0 29 Jan 2024
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection Fan Shi Bin Li Xiangyang Xue ReLM LRM 138 4 0 18 Jan 2024
Solving ARC visual analogies with neural embeddings and vector arithmetic: A generalized method Luca H. Thoms Karel A. Veldkamp Hannes Rosenbusch Claire E. Stevenson DML 104 6 0 14 Nov 2023
FAME: Flexible, Scalable Analogy Mappings Engine Shahar Jacob Chen Shani Dafna Shahaf 81 2 0 03 Nov 2023
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 60 9 0 31 Oct 2023
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning Rim Assouel Pau Rodríguez Perouz Taslakian David Vazquez Yoshua Bengio LRM OCL 76 0 0 28 Oct 2023
AI for Mathematics: A Cognitive Science Perspective Cedegao E. Zhang Katherine M. Collins Adrian Weller Joshua B. Tenenbaum 130 11 0 19 Oct 2023
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations Alexa R. Tartaglini Sheridan Feucht Michael A. Lepori Wai Keen Vong Charles Lovering Brenden M. Lake Ellie Pavlick OOD ViT 85 4 0 14 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 135 5 0 02 Oct 2023
Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation Xiyan Fu Anette Frank LRM 87 2 0 14 Sep 2023
Divergences in Color Perception between Deep Neural Networks and Humans E. Nadler Elise Darragh-Ford Bhargav Srinivasa Desikan Christian Conaway Mark Chu Tasker Hull Douglas Guilbeault 100 10 0 11 Sep 2023
Evaluating the Deductive Competence of Large Language Models S. M. Seals V. Shalin ELM ReLM LRM 120 10 0 11 Sep 2023
FIND: A Function Description Benchmark for Evaluating Interpretability Methods Sarah Schwettmann Tamar Rott Shaham Joanna Materzyñska Neil Chowdhury Shuang Li Jacob Andreas David Bau Antonio Torralba 109 24 0 07 Sep 2023
Learning logic programs by discovering higher-order abstractions Céline Hocquette Sebastijan Dumancic Andrew Cropper 107 3 0 16 Aug 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems Fan Shi Bin Li Xiangyang Xue LRM 103 11 0 15 Jul 2023
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning Lucas Jarnac Miguel Couceiro Pierre Monnin 117 11 0 28 Jun 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction Siyu Yuan Jiangjie Chen Xuyang Ge Yanghua Xiao Deqing Yang 123 11 0 22 May 2023
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain A. Moskvichev Victor Vikram Odouard Melanie Mitchell 121 87 0 11 May 2023
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base Siyu Yuan Jiangjie Chen Changzhi Sun Jiaqing Liang Yanghua Xiao Deqing Yang 133 18 0 10 May 2023
Quantifying Consistency and Information Loss for Causal Abstraction Learning Fabio Massimo Zennaro P. Turrini Theodoros Damoulas CML 88 6 0 07 May 2023
Learning to Extrapolate: A Transductive Approach Aviv Netanyahu Abhishek Gupta Max Simchowitz Jianchao Tan Pulkit Agrawal 139 17 0 27 Apr 2023