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As a core cognitive skill that enables the transferability of information across domains, analogical reasoning has been extensively studied for both humans and computational models.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 1901
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UNIFIEDQA: Crossing format boundaries with a single QA system
Daniel Khashabi, Sewon Min, Tushar Khot, Ashish Sabharwal, Oyvind Tafjord, Peter Clark, and Hannaneh Hajishirzi. 2020 · 1907
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Models and analogies in science
Mary Hesse. 1965 · 1965
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Analogical problem solving
Mary L Gick and Keith J Holyoak. 1980 · 1980
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Are scientific analogies metaphors
Dedre Gentner. 1982 · 1982
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Structure-mapping: A theoretical framework for analogy
Dedre Gentner. 1983 · 1983
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The codes of man and beasts
David Premack. 1983 · 1983
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Systematicity and surface similarity in the development of analogy
Dedre Gentner and Cecile Toupin. 1986 · 1986
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Language and the career of similarity . Cambridge University Press
Dedre Gentner and Mary Jo Rattermann. 1991 · 1991
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Analogical reasoning and conceptual complexity in cognitive development
Graeme S Halford. 1992 · 1992
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The roles of similarity in transfer: Separating retrievability from inferential soundness
Dedre Gentner, Mary Jo Rattermann, and Kenneth D Forbus. 1993 · 1993
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Proverbs Are Never Out of Season: Popular Wisdom in the Modern Age
Wolfgang Mieder. 1993 · 1993
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Below the surface: Analogical similarity and retrieval competition in reminding
C.M. Wharton, K.J. Holyoak, P.E. Downing, T.E. Lange, T.D. Wickens, and E.R. Melz. 1994 · 1994
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Mental Leaps: Analogy in Creative Thought
K.J. Holyoak and P. Thagard. 1996 · 1996
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Analogical reasoning and policymaking: Where and when is it used?
David Patrick Houghton. 1998 · 1998
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Analogy as the core of cognition
Douglas R Hofstadter. 2001 · 2001
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Writing about Literature
Janet Gardner. 2003 · 2003
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Combining independent modules to solve multiple-choice synonym and analogy problems
Peter D Turney, Michael L Littman, Jeffrey Bigham, and Victor Shnayder. 2003 · 2003
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Automatic activation of categorical and abstract analogical relations in analogical reasoning
Adam E Green, Jonathan A Fugelsang, and Kevin N Dunbar. 2006 · 2006
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The micro-category account of analogy
Adam E Green, Jonathan A Fugelsang, David JM Kraemer, and Kevin N Dunbar. 2008 · 2008
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Darwin’s mistake: Explaining the discontinuity between human and nonhuman minds
Derek C Penn, Keith J Holyoak, and Daniel J Povinelli. 2008 · 2008
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Connecting long distance: semantic distance in analogical reasoning modulates frontopolar cortex activity
Adam E Green, David JM Kraemer, Jonathan A Fugelsang, Jeremy R Gray, and Kevin N Dunbar. 2010 · 2010
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Language style matching in writing: synchrony in essays, correspondence, and poetry
Molly E Ireland and James W Pennebaker. 2010 · 2010
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701 Scientific Thinking and Reasoning
Kevin N. Dunbar and David Klahr. 2012 · 2012
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Analogical reasoning, 2012
D Gentner, L Smith, and VS Ramachandran. 2012 · 2012
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234 Analogy and Relational Reasoning
Keith J. Holyoak. 2012 · 2012
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SemEval-2012 task 2: Measuring degrees of relational similarity
David Jurgens, Saif Mohammad, Peter Turney, and Keith Holyoak. 2012 · 2012
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SSAT and ISEE For Dummies
Vince Kotchian and Curt Simmons. 2012 · 2012
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General-purpose question-answering with macaw
Oyvind Tafjord and Peter Clark. 2021 · 2021
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BERT is to NLP what AlexNet is to CV: Can pre-trained language models identify analogies?
Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, and Jose Camacho-Collados. 2021 · 2021
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A narratology-based framework for storyline extraction
Piek Vossen, Tommaso Caselli, and Roxane Segers. 2021 · 2021
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Enhanced story comprehension for large language models through dynamic document-based knowledge graphs
Berkeley R Andrus, Yeganeh Nasiri, Shilong Cui, Benjamin Cullen, and Nancy Fulda. 2022 · 2022
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ePiC: Employing proverbs in context as a benchmark for abstract language understanding
Sayan Ghosh and Shashank Srivastava. 2022 · 2022
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Mary L McHugh. 2012 · 2012
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Computational Modeling of Narrative
I. Mani. 2013 · 2013
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Linguistic regularities in continuous space word representations
Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. 2013c · 2013
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Wordrep: A benchmark for research on learning word representations
Bin Gao, Jiang Bian, and Tie-Yan Liu. 2014 · 2014
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Far-out thinking: Generating solutions to distant analogies promotes relational thinking
Michael S Vendetti, Aaron Wu, and Keith J Holyoak. 2014 · 2014
Cited alongside, same era.
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn’t
Anna Gladkova, Aleksandr Drozd, and Satoshi Matsuoka. 2016 · 2016
Cited alongside, same era.
Probabilistic analogical mapping with semantic relation networks
Hongjing Lu, Nicholas Ichien, and Keith J Holyoak. 2022 · 2022
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Understanding narratives through dimensions of analogy
Thiloshon Nagarajah, Filip Ilievski, and Jay Pujara. 2022 · 2022
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Life is a circus and we are the clowns: Automatically finding analogies between situations and processes
Oren Sultan and Dafna Shahaf. 2022 · 2022
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ANALOGICAL - a novel benchmark for long text analogy evaluation in large language models
Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal Gajera, Shreeyash Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit Sheth, and Amitava Das. 2023 · 2022
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On reality and the limits of language data: Aligning llms with human norms
Nigel H. Collier, Fangyu Liu, and Ehsan Shareghi. 2023 · 2023
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Baby steps in evaluating the capacities of large language models
Michael C Frank. 2023 · 2023
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StoryAnalogy: Deriving story-level analogies from large language models to unlock analogical understanding
Cheng Jiayang, Lin Qiu, Tsz Chan, Tianqing Fang, Weiqi Wang, Chunkit Chan, Dongyu Ru, Qipeng Guo, Hongming Zhang, Yangqiu Song, Yue Zhang, and Zheng Zhang. 2023 · 2023
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Comparing humans, gpt-4, and gpt-4v on abstraction and reasoning tasks
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Do large language models solve verbal analogies like children do?
Claire E Stevenson, Mathilde ter Veen, Rochelle Choenni, Han LJ van der Maas, and Ekaterina Shutova. 2023 · 2023
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Llama 2: Open Foundation and Fine-Tuned Chat Models
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Emergent analogical reasoning in large language models
Taylor Webb, Keith J Holyoak, and Hongjing Lu. 2023 · 2023
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Zero-shot information extraction via chatting with chatgpt
Xiang Wei, Xingyu Cui, Ning Cheng, Xiaobin Wang, Xin Zhang, Shen Huang, Pengjun Xie, Jinan Xu, Yufeng Chen, Meishan Zhang, Yong Jiang, and Wenjuan Han. 2023 · 2023
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Scaling instruction-finetuned language models
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Martha Lewis and Melanie Mitchell. 2024 · 2024
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