Emergent Analogical Reasoning in Large Language Models

19 December 2022

Papers citing "Emergent Analogical Reasoning in Large Language Models"

29 / 29 papers shown

Title
Towards Robust Dialogue Breakdown Detection: Addressing Disruptors in Large Language Models with Self-Guided Reasoning Abdellah Ghassel Xianzhi Li Xiaodan Zhu 40 0 0 26 Apr 2025
Optimal word order for non-causal text generation with Large Language Models: the Spanish case Andrea Busto-Castiñeira Silvia García-Méndez Francisco de Arriba-Pérez Francisco J. González Castaño 36 0 0 21 Feb 2025
Human-like conceptual representations emerge from language prediction Ningyu Xu Qi Zhang Chao Du Qiang Luo Xipeng Qiu Xuanjing Huang Menghan Zhang 60 0 0 21 Jan 2025
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem Declan Campbell Sunayana Rane Tyler Giallanza Nicolò De Sabbata Kia Ghods ... Alexander Ku Steven M. Frankland Thomas L. Griffiths Jonathan D. Cohen Taylor W. Webb 24 13 0 31 Oct 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework George Fragiadakis Christos Diou George Kousiouris Mara Nikolaidou 39 11 0 09 Jul 2024
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach Yuxuan Chen Rongpeng Li Xiaoxue Yu Zhifeng Zhao Honggang Zhang 29 8 0 03 Jun 2024
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice Jian-Qiao Zhu Haijiang Yan Thomas L. Griffiths 80 2 0 29 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 61 2 0 24 May 2024
On the generalization capacity of neural networks during generic multimodal reasoning Takuya Ito Soham Dan Mattia Rigotti James Kozloski Murray Campbell LRM 30 2 0 26 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 51 18 0 03 Jan 2024
Elucidating STEM Concepts through Generative AI: A Multi-modal Exploration of Analogical Reasoning Chen Cao Zijian Ding Gyeong-Geon Lee Jiajun Jiao Jionghao Lin Xiaoming Zhai 22 7 0 21 Aug 2023
Large Language Model Displays Emergent Ability to Interpret Novel Literary Metaphors Nicholas Ichien Duvsan Stamenković K. Holyoak LRM 33 4 0 03 Aug 2023
Why Do We Need Neuro-symbolic AI to Model Pragmatic Analogies? Thilini Wijesiriwardene Amit P. Sheth V. Shalin Amitava Das 21 3 0 02 Aug 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 39 183 0 10 Jul 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence Siva K. Swaminathan Antoine Dedieu Rajkumar Vasudeva Raju Murray Shanahan Miguel Lazaro-Gredilla Dileep George 24 8 0 16 Jun 2023
Turning large language models into cognitive models Marcel Binz Eric Schulz 28 52 0 06 Jun 2023
Im-Promptu: In-Context Composition from Image Prompts Bhishma Dedhia Michael Chang Jake C. Snell Thomas L. Griffiths N. Jha LRM MLLM 22 1 0 26 May 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 402 117 0 26 May 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta A. Jagadish M. Botvinick Jane X. Wang Eric Schulz 26 23 0 12 Apr 2023
Creating a Large Language Model of a Philosopher Eric Schwitzgebel David Schwitzgebel A. Strasser DeLMO AI4CE 14 59 0 02 Feb 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 44 307 0 19 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 19 9 0 15 Dec 2022
Zero-shot visual reasoning through probabilistic analogical mapping Taylor W. Webb Shuhao Fu Trevor J. Bihl K. Holyoak Hongjing Lu LRM 34 10 0 29 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 236 435 0 21 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
Emergent Symbols through Binding in External Memory Taylor W. Webb I. Sinha J. Cohen 59 62 0 29 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 252 0 09 Dec 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013