Beneath Surface Similarity: Large Language Models Make Reasonable
Scientific Analogies after Structure Abduction

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Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction

22 May 2023

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Papers citing "Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction"

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Title
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-wei Lee Ee-Peng Lim ReLM LRM 110 346 0 06 May 2023
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 99 309 0 19 Dec 2022
Scientific and Creative Analogies in Pretrained Language Models Tamara Czinczoll H. Yannakoudakis Pushkar Mishra Ekaterina Shutova ELM 45 8 0 28 Nov 2022
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes Oren Sultan Dafna Shahaf 59 28 0 21 Oct 2022
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT B. Bhavya Jinjun Xiong Chengxiang Zhai LRM 68 43 0 09 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 278 1,286 0 20 Sep 2022
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 Hao Zhou ELM 54 35 0 16 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 817 9,576 0 28 Jan 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 261 3,396 0 18 Apr 2021
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 75 167 0 22 Feb 2021
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 140 739 0 02 May 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
Analogical Reasoning on Chinese Morphological and Semantic Relations Shen Li Zhe Zhao Renfen Hu Wensi Li Tao Liu Xiaoyong Du 42 409 0 12 May 2018
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013