AnalogiLead: Improving Selection of Analogical Inspirations with Chunking and Recombination

Author:

Srinivasan Arvind1ORCID,Chan Joel1ORCID

Affiliation:

1. College of Information Studies, University of Maryland, United States

Publisher

ACM

Reference43 articles.

1. The Impact of Type of Examples on Originality: Explaining Fixation and Stimulation Effects

2. Olufunmilola Atilola , Megan Tomko , and Julie  S. Linsey . 2016. The effects of representation on idea generation and design fixation: A study comparing sketches and function trees. Design Studies 42 (Jan 2016 ), 110–136. https://doi.org/10.1016/j.destud.2015.10.005 10.1016/j.destud.2015.10.005 Olufunmilola Atilola, Megan Tomko, and Julie S. Linsey. 2016. The effects of representation on idea generation and design fixation: A study comparing sketches and function trees. Design Studies 42 (Jan 2016), 110–136. https://doi.org/10.1016/j.destud.2015.10.005

3. Overcoming misconceptions via analogical reasoning: abstract transfer versus explanatory model construction;Brown E.;Instructional Science,1989

4. Tom  B. Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared 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  M. Ziegler , Jeffrey Wu , Clemens Winter , Christopher 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. Language Models are Few-Shot Learners. arXiv:2005.14165 [cs] (Jun 2020 ). http://arxiv.org/abs/2005.14165 00030 arXiv: 2005.14165 Citation Key : brownLanguageModelsAre2020. Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared 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 M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher 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. Language Models are Few-Shot Learners. arXiv:2005.14165 [cs] (Jun 2020). http://arxiv.org/abs/2005.14165 00030 arXiv: 2005.14165 Citation Key: brownLanguageModelsAre2020.

5. Joel Chan , Joseph Chee Chang , Tom Hope , Dafna Shahaf , and Aniket Kittur . 2018 . SOLVENT: A mixed initiative system for finding analogies between research papers. (2018). https://doi.org/10/ggv7np Joel Chan, Joseph Chee Chang, Tom Hope, Dafna Shahaf, and Aniket Kittur. 2018. SOLVENT: A mixed initiative system for finding analogies between research papers. (2018). https://doi.org/10/ggv7np

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