Fetching the paper…
Reading the bibliography…
Analogical reasoning is a powerful qualitative reasoning tool that enables humans to connect two situations, and to generalize their knowledge from familiar to novel situations.
Features of similarity
Amos Tversky · 1977
Earlier work this paper cites.
Structure-mapping: A theoretical framework for analogy
Dedre Gentner · 1983
Earlier work this paper cites.
Systematicity and surface similarity in the development of analogy
Dedre Gentner and Cecile Toupin · 1986
Earlier work this paper cites.
Metaphor as structure mapping: The relational shift
Dedre Gentner · 1988
Earlier work this paper cites.
The structure-mapping engine: Algorithm and examples
Brian Falkenhainer, Kenneth D Forbus, and Dedre Gentner · 1989
Earlier work this paper cites.
Case-based reasoning: Foundational issues, methodological variations, and system approaches
Agnar Aamodt and Enric Plaza · 1994
Earlier work this paper cites.
Mac/fac: A model of similarity-based retrieval
Kenneth D Forbus, Dedre Gentner, and Keith Law · 1995
Earlier work this paper cites.
Mental leaps: analogy in creative thought
Keith J Holyoak, Paul Thagard, and Stuart Sutherland · 1995
Earlier work this paper cites.
Cyc: A large-scale investment in knowledge infrastructure
Douglas B Lenat · 1995
Earlier work this paper cites.
Structure mapping in analogy and similarity
Dedre Gentner and Arthur B Markman · 1997
Earlier work this paper cites.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
Earlier work this paper cites.
The Berkeley FrameNet project
Collin F. Baker, Charles J. Fillmore, and John B. Lowe · 1998
Earlier work this paper cites.
Retrieval, reuse, revision and retention in case-based reasoning
Ramon Lopez De Mantaras, David McSherry, Derek Bridge, David Leake, Barry Smyth, Susan Craw, Boi Faltings, Mary Lou Maher, MICHAEL T COX, Kenneth Forbus, et al · 2005
Earlier work this paper cites.
Plenty of blame to go around: a qualitative approach to attribution of moral responsibility
Emmett Tomai and Ken Forbus · 2007
Cited alongside, same era.
An integrated reasoning approach to moral decision-making
Morteza Dehghani, Emmett Tomai, Kenneth D Forbus, and Matthew Klenk · 2008
Cited alongside, same era.
Extending and evaluating a platform for story understanding
David Elson and Kathleen McKeown · 2009
Cited alongside, same era.
Temporal patterns of happiness and information in a global social network: Hedonometrics and twitter
Peter Sheridan Dodds, Kameron Decker Harris, Isabel M. Kloumann, Catherine A. Bliss, and Christopher M. Danforth · 2011
Cited alongside, same era.
Temporal patterns of happiness and information in a global social network: Hedonometrics and twitter
Peter Sheridan Dodds, Kameron Decker Harris, Isabel M. Kloumann, Catherine A. Bliss, and Christopher M. Danforth · 2011
Cited alongside, same era.
Frame-semantic parsing with softmax-margin segmental rnns and a syntactic scaffold, 2017
Swabha Swayamdipta, Sam Thomson, Chris Dyer, and Noah A. Smith · 2017
Later among the works it cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Later among the works it cites.
Overview of the FIRE 2019 AILA track: Artificial intelligence for legal assistance
Paheli Bhattacharya, Kripabandhu Ghosh, Saptarshi Ghosh, Arindam Pal, Parth Mehta, Arnab Bhattacharya, and Prasenjit Majumder · 2019
Later among the works it cites.
Human-like sketch object recognition via analogical learning
Kezhen Chen, Irina Rabkina, Matthew D McLure, and Kenneth D Forbus · 2019
Later among the works it cites.
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
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Kenneth D Forbus · 2011
Cited alongside, same era.
Computational models of analogy
Dedre Gentner and Kenneth D Forbus · 2011
Cited alongside, same era.
Efficient estimation of word representations in vector space, 2013
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
Cited alongside, same era.
Linguistic regularities in continuous space word representations
Tomáš Mikolov, Wen-tau Yih, and Geoffrey Zweig · 2013
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
Cited alongside, same era.
The emotional arcs of stories are dominated by six basic shapes
Andrew J. Reagan, Lewis Mitchell, Dilan Kiley, Christopher M. Danforth, and Peter Sheridan Dodds · 2016
Cited alongside, same era.
Analogy and qualitative representations in the companion cognitive architecture
Kenneth D. Forbus and Thomas R. Hinrichs · 2017
Cited alongside, same era.
Later among the works it cites.
Emergence of analogy from relation learning
Hongjing Lu, Ying Nian Wu, and Keith J Holyoak · 2019
Later among the works it cites.
Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf · 2019
Later among the works it cites.
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, et al · 2020
Later among the works it cites.
Extracting qualitative causal structure with transformer-based nlp
Scott E Friedman, Ian H Magnusson, and Sonja M Schmer-Galunder · 2021
Later among the works it cites.
Combining analogy with language models for knowledge extraction
Danilo Neves Ribeiro and Kenneth Forbus · 2021
Later among the works it cites.
BERT is to NLP what alexnet is to CV: can pre-trained language models identify analogies?
Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, and José Camacho-Collados · 2021
Later among the works it cites.
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
Later among the works it cites.
Knowledge base question answering by case-based reasoning over subgraphs
Rajarshi Das, Ameya Godbole, Ankita Naik, Elliot Tower, Robin Jia, Manzil Zaheer, Hannaneh Hajishirzi, and Andrew McCallum · 2022
Closest in time.