Fetching the paper…
Reading the bibliography…
We propose a new dataset for evaluating question answering models with respect to their capacity to reason about beliefs.
Does the autistic child have a “theory of mind”?
Simon Baron-Cohen, Alan M Leslie, and Uta Frith. 1985 · 1985
Earlier work this paper cites.
“John thinks that Mary thinks that …” Attribution of second-order beliefs by 5-to 10-year-old children
Josef Perner and Heinz Wimmer. 1985 · 1985
Earlier work this paper cites.
Children’s understanding of representational change and its relation to the understanding of false belief and the appearance-reality distinction
Alison Gopnik and Janet W Astington. 1988 · 1988
Earlier work this paper cites.
Theory-of-mind development: Retrospect and prospect
John H Flavell. 2004 · 2004
Earlier work this paper cites.
The winograd schema challenge
Hector J Levesque, Ernest Davis, and Leora Morgenstern. 2011 · 2011
Earlier work this paper cites.
Memory Networks
Jason Weston, Sumit Chopra, and Antoine Bordes. 2014 · 2014
Earlier work this paper cites.
End-to-end memory networks
Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. 2015 · 2015
Cited alongside, same era.
Benjamin Eysenbach, Carl Vondrick, and Antonio Torralba. 2016 · 2016
Cited alongside, same era.
Reasoning in vector space: An exploratory study of question answering
Moontae Lee, Xiaodong He, Wen tau Yih, Jianfeng Gao, Li Deng, and Paul Smolensky. 2016 · 2016
Cited alongside, same era.
Scaling memory-augmented neural networks with sparse reads and writes
Jack W. Rae, Jonathan J. Hunt, Tim Harley, Ivo Danihelka, Andrew W. Senior, Greg Wayne, Alex Graves, and Timothy P. Lillicrap. 2016 · 2016
Cited alongside, same era.
Towards AI-complete question answering: A set of prerequisite toy tasks
Jason Weston, Antoine Bordes, Sumit Chopra, and Tomas Mikolov. 2016 · 2016
Cited alongside, same era.
It takes two to tango: Towards theory of AI’s mind
Arjun Chandrasekaran, Deshraj Yadav, Prithvijit Chattopadhyay, Viraj Prabhu, and Devi Parikh. 2017 · 2017
Later among the works it cites.
How can memory-augmented neural networks pass a false-belief task
Erin Grant, Aida Nematzadeh, and Thomas L. Griffiths. 2017 · 2017
Later among the works it cites.
Tracking the world state with recurrent entity networks
Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, and Yann LeCun. 2017 · 2017
Later among the works it cites.
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G. T. Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, and Timothy P. Lillicrap. 2017 · 2017
Later among the works it cites.
Machine theory of mind
Neil Rabinowitz, Frank Perbet, Francis Song, Chiyuan Zhang, S. M. Ali Eslami, and Matthew Botvinick. 2018 · 2018
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…