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Analogical reasoning is a fundamental cognitive ability of humans.
Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
Earlier work this paper cites.
On defining analogy
Mary B Hesse. 1959 · 1959
Earlier work this paper cites.
In-context analogical reasoning with pre-trained language models
Xiaoyang Hu, Shane Storks, Richard Lewis, and Joyce Chai. 2023 · 1969
Earlier work this paper cites.
The measurement of interrater agreement
Joseph L Fleiss, Bruce Levin, Myunghee Cho Paik, et al. 1981 · 1981
Earlier work this paper cites.
Wordnet: A lexical database for english
George A. Miller. 1995 · 1995
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Analogy as the core of cognition
Douglas R Hofstadter. 2001 · 2001
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Combining independent modules in lexical multiple-choice problems
Peter D Turney, Michael L Littman, Jeffrey Bigham, and Victor Shnayder. 2003 · 2003
Earlier work this paper cites.
Dbpedia: A nucleus for a web of open data
Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary Ives. 2007 · 2007
Earlier work this paper cites.
Analogyspace: Reducing the dimensionality of common sense knowledge
Robyn Speer, Catherine Havasi, and Henry Lieberman. 2008 · 2008
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Probase: A probabilistic taxonomy for text understanding
Wentao Wu, Hongsong Li, Haixun Wang, and Kenny Q. Zhu. 2012 · 2012
Earlier work this paper cites.
Analogy and analogical reasoning
Paul Bartha. 2013 · 2013
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Surfaces and essences: Analogy as the fuel and fire of thinking
Douglas R Hofstadter and Emmanuel Sander. 2013 · 2013
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Linguistic regularities in continuous space word representations
Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. 2013b · 2013
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Linguistic regularities in sparse and explicit word representations
Omer Levy and Yoav Goldberg. 2014 · 2014
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Wikidata: A free collaborative knowledgebase
Denny Vrandečić and Markus Krötzsch. 2014 · 2014
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Solving and explaining analogy questions using semantic networks
Adrian Boteanu and Sonia Chernova. 2015 · 2015
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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
Earlier work this paper cites.
Domain-targeted, high precision knowledge extraction
Bhavana Dalvi Mishra, Niket Tandon, and Peter Clark. 2017 · 2017
Cited alongside, same era.
Analogical reasoning
Dedre Gentner and Francisco Maravilla. 2017 · 2017
Cited alongside, same era.
A data-driven approach for making analogies
Mei Si and Craig Carlson. 2017 · 2017
Cited alongside, same era.
Conceptnet 5.5: An open multilingual graph of general knowledge
Robyn Speer, Joshua Chin, and Catherine Havasi. 2017 · 2017
Cited alongside, same era.
Analogical reasoning on Chinese morphological and semantic relations
Shen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, and Xiaoyong Du. 2018 · 2018
Cited alongside, same era.
Openie-based approach for knowledge graph construction from text
Jose L. Martinez-Rodriguez, Ivan Lopez-Arevalo, and Ana B. Rios-Alvarado. 2018 · 2018
Cited alongside, same era.
Abstraction and analogy-making in artificial intelligence
Melanie Mitchell. 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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Analogy generation by prompting large language models: A case study of instructgpt
Bhavya Bhavya, Jinjun Xiong, and Chengxiang Zhai. 2022 · 2022
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E-KAR: A benchmark for rationalizing natural language analogical reasoning
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, and Hao Zhou. 2022 · 2022
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Scientific and creative analogies in pretrained language models
Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, and Ekaterina Shutova. 2022 · 2022
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The word analogy testing caveat
Natalie Schluter. 2018 · 2018
Cited alongside, same era.
Analogies explained: Towards understanding word embeddings
Carl Allen and Timothy Hospedales. 2019 · 2019
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
ERNIE: Enhanced language representation with informative entities
Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, and Qun Liu. 2019 · 2019
Cited alongside, same era.
Analogies minus analogy test: measuring regularities in word embeddings
Louis Fournier, Emmanuel Dupoux, and Ewan Dunbar. 2020 · 2020
Cited alongside, same era.
Later among the works it cites.
Bisimulation makes analogies in goal-conditioned reinforcement learning
Philippe Hansen-Estruch, Amy Zhang, Ashvin Nair, Patrick Yin, and Sergey Levine. 2022 · 2022
Later among the works it cites.
Does wikidata support analogical reasoning?
Filip Ilievski, Jay Pujara, and Kartik Shenoy. 2022 · 2022
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Chatgpt
OpenAI. 2022 · 2022
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Training language models to follow instructions with human feedback
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al. 2022 · 2022
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2022 · 2022
Later among the works it cites.
Multimodal analogical reasoning over knowledge graphs
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, and Huajun Chen. 2022 · 2022
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Fluid transformers and creative analogies: Exploring large language models’ capacity for augmenting cross-domain analogical creativity
Zijian Ding, Arvind Srinivasan, Stephen Macneil, and Joel Chan. 2023 · 2023
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DeBERTav3: Improving deBERTa using ELECTRA-style pre-training with gradient-disentangled embedding sharing
Pengcheng He, Jianfeng Gao, and Weizhu Chen. 2023 · 2023
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Cheng Jiayang, Lin Qiu, Tsz Ho 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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Emergent analogical reasoning in large language models
Taylor Webb, Keith J Holyoak, and Hongjing Lu. 2023 · 2023
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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 · 2023
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Large language models as analogical reasoners
Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H Chi, and Denny Zhou. 2023 · 2023
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