Fetching the paper…
Reading the bibliography…
Previous work has shown that artificial neural agents naturally develop surprisingly non-efficient codes.
Speedy revelations: how alarm calls can convey rapid, reliable information about urgent danger
Jessica R McLachlan and Robert D Magrath. 2020 · 1921
Earlier work this paper cites.
Human Behavior and the Principle of Least Effort
George Zipf. 1949 · 1949
Earlier work this paper cites.
Convention
David Lewis. 1969 · 1969
Earlier work this paper cites.
Functional parallelism in spoken word-recognition
William D Marslen-Wilson. 1987 · 1987
Earlier work this paper cites.
Function optimization using connectionist reinforcement learning algorithms
Ronald Williams and Jing Peng. 1991 · 1991
Earlier work this paper cites.
Simple statistical gradientfollowing algorithms for connectionist reinforcement learning
Ronald J. Williams. 1992 · 1992
Earlier work this paper cites.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
A compression-based algorithm for chinese word segmentation
William J Teahan, Yingying Wen, Rodger McNab, and Ian H Witten. 2000 · 2000
Earlier work this paper cites.
Spontaneous evolution of linguistic structure-an iterated learning model of the emergence of regularity and irregularity
Simon Kirby. 2001 · 2001
Earlier work this paper cites.
Compositionality and generalization in emergent languages
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, and Marco Baroni. 2020 · 2004
Earlier work this paper cites.
Word length, sentence length and frequency–zipf revisited
Bengt Sigurd, Mats Eeg-Olofsson, and Joost Van Weijer. 2004 · 2004
Earlier work this paper cites.
Elements of Information Theory, 2nd ed
Thomas Cover and Joy Thomas. 2006 · 2006
Cited alongside, same era.
Thinking ahead: The role and roots of prediction in language comprehension
Kara D Federmeier. 2007 · 2007
Cited alongside, same era.
A parallel architecture perspective on language processing
Ray Jackendoff. 2007 · 2007
Cited alongside, same era.
Word length and word frequency
Udo Strauss, Peter Grzybek, and Gabriel Altmann. 2007 · 2007
Cited alongside, same era.
Incrementality and prediction in human sentence processing
Gerry TM Altmann and Jelena Mirković. 2009 · 2009
Cited alongside, same era.
The free-energy principle: a unified brain theory?
Karl Friston. 2010 · 2010
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2014 · 2014
Later among the works it cites.
Gradient estimation using stochastic computation graphs
John Schulman, Nicolas Heess, Theophane Weber, and Pieter Abbeel. 2015 · 2015
Later among the works it cites.
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols
Serhii Havrylov and Ivan Titov. 2017 · 2017
Later among the works it cites.
Zipf’s law of abbreviation and the principle of least effort: Language users optimise a miniature lexicon for efficient communication
Jasmeen Kanwal, Kenny Smith, Jennifer Culbertson, and Simon Kirby. 2017 · 2017
Later among the works it cites.
Natural language does not emerge ‘naturally’ in multi-agent dialog
Satwik Kottur, José Moura, Stefan Lee, and Dhruv Batra. 2017 · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Word lengths are optimized for efficient communication
Steven T Piantadosi, Harry Tily, and Edward Gibson. 2011 · 2011
Cited alongside, same era.
The problem with brain guts: Conflation of different senses of” prediction” threatens metaphysical disaster
Michael L Anderson and Tony Chemero. 2013 · 2013
Cited alongside, same era.
Whatever next? predictive brains, situated agents, and the future of cognitive science
Andy Clark. 2013 · 2013
Cited alongside, same era.
Compression as a universal principle of animal behavior
Ramon Ferrer i Cancho, Antoni Hernández-Fernández, David Lusseau, Govindasamy Agoramoorthy, Minna Hsu, and Stuart Semple. 2013 · 2013
Cited alongside, same era.
The psycho-biology of language: An introduction to dynamic philology
George Kingsley Zipf. 2013 · 2013
Cited alongside, same era.
Multi-agent cooperation and the emergence of (natural) language
Angeliki Lazaridou, Alexander Peysakhovich, and Marco Baroni. 2017 · 2017
Later among the works it cites.
How agents see things: On visual representations in an emergent language game
Diane Bouchacourt and Marco Baroni. 2018 · 2018
Later among the works it cites.
Emergence of linguistic communication from referential games with symbolic and pixel input
Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, and Stephen Clark. 2018 · 2018
Later among the works it cites.
Anti-efficient encoding in emergent communication
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, and Marco Baroni. 2019 · 2019
Later among the works it cites.
How efficiency shapes human language
Edward Gibson, Richard Futrell, Steven P Piantadosi, Isabelle Dautriche, Kyle Mahowald, Leon Bergen, and Roger Levy. 2019 · 2019
Later among the works it cites.
EGG: a toolkit for research on emergence of language in games
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, and Marco Baroni. 2019 · 2019
Later among the works it cites.