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Emergent communication protocols among humans and artificial neural network agents do not yet share the same properties and show some critical mismatches in results.
The origin of speech
Charles F Hockett · 1960
Earlier work this paper cites.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams · 1992
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Long short-term memory
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Learning, bottlenecks and the evolution of recursive syntax
Simon Kirby · 2002
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How the poverty of the stimulus solves the poverty of the stimulus
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Information theory, inference and learning algorithms
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Complex systems in language evolution: the cultural emergence of compositional structure
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Simon Kirby, Kenny Smith, and Henry Brighton · 2004
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The emergence of simple languages in an experimental coordination game
Reinhard Selten and Massimo Warglien · 2007
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The consequences of talking to strangers: Evolutionary corollaries of socio-cultural influences on linguistic form
Alison Wray and George W Grace · 2007
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Exploring social structure effect on language evolution based on a computational model
Tao Gong, James W Minett, and William S-Y Wang · 2008
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Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language
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Cultural evolution: implications for understanding the human language faculty and its evolution
Kenny Smith and Simon Kirby · 2008
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Language structure is partly determined by social structure
Gary Lupyan and Rick Dale · 2010
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Understanding the origins of morphological diversity: The linguistic niche hypothesis
Rick Dale and Gary Lupyan · 2012
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The influence of community on language structure: evidence from two young sign languages
Irit Meir, Assaf Israel, Wendy Sandler, Carol A Padden, and Mark Aronoff · 2012
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Social scale and structural complexity in human languages
Daniel Nettle · 2012
Earlier work this paper cites.
Distributed representations of words and phrases and their compositionality
Tomás Mikolov, Ilya Sutskever, Kai Chen, Gregory S. Corrado, and Jeffrey Dean · 2013
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Iterated learning and the evolution of language
Simon Kirby, Tom Griffiths, and Kenny Smith · 2014
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Language evolution can be shaped by the structure of the world
Andrew Perfors and Daniel J Navarro · 2014
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Coupled neural systems underlie the production and comprehension of naturalistic narrative speech
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Compression and communication in the cultural evolution of linguistic structure
Simon Kirby, Monica Tamariz, Hannah Cornish, and Kenny Smith · 2015
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Languages adapt to their contextual niche
Ease-of-teaching and language structure from emergent communication
Fushan Li and Michael Bowling · 2019
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Animals have no language, and humans are animals too
Yosef Prat · 2019
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Larger communities create more systematic languages
Limor Raviv, Antje Meyer, and Shiri Lev-Ari · 2019
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Shaping representations through communication: community size effect in artificial learning systems
Olivier Tieleman, Angeliki Lazaridou, Shibl Mourad, Charles Blundell, and Doina Precup · 2019
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Compositionality and generalization in emergent languages
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, and Marco Baroni · 2020
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Compositionality and capacity in emergent languages
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Agent-based models for the emergence and evolution of grammar
Luc Steels · 2016
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The emergence of linguistic structure in an online iterated learning task
Clay Beckner, Janet B Pierrehumbert, and Jennifer Hay · 2017
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The cultural evolution of structured languages in an open-ended, continuous world
Jon W Carr, Kenny Smith, Hannah Cornish, and Simon Kirby · 2017
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Sequence memory constraints give rise to language-like structure through iterated learning
Hannah Cornish, Rick Dale, Simon Kirby, and Morten H Christiansen · 2017
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Emergence of language with multi-agent games: Learning to communicate with sequences of symbols
Serhii Havrylov and Ivan Titov · 2017
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Natural language does not emerge ‘naturally’ in multi-agent dialog
Satwik Kottur, José Moura, Stefan Lee, and Dhruv Batra · 2017
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Abhinav Gupta, Cinjon Resnick, Jakob Foerster, Andrew Dai, and Kyunghyun Cho · 2020
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Entropy minimization in emergent languages, 2020
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, and Marco Baroni · 2020
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Emergent multi-agent communication in the deep learning era
Angeliki Lazaridou and Marco Baroni · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
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Capacity, bandwidth, and compositionality in emergent language learning
Cinjon Resnick, Abhinav Gupta, Jakob N. Foerster, Andrew M. Dai, and Kyunghyun Cho · 2020
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”lazimpa”: Lazy and impatient neural agents learn to communicate efficiently
Mathieu Rita, Rahma Chaabouni, and Emmanuel Dupoux · 2020
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The emergence of systematic argument distinctions in artificial sign languages
Yasamin Motamedi, Kenny Smith, Marieke Schouwstra, Jennifer Culbertson, and Simon Kirby · 2021
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Deep double descent: Where bigger models and more data hurt
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Modeling the interaction between perception-based and production-based learning in children’s early acquisition of semantic knowledge
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What makes a language easy to learn? a preregistered study on how systematic structure and community size affect language learnability
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Emergent communication at scale
Rahma Chaabouni, Florian Strub, Florent Altché, Eugene Tarassov, Corentin Tallec, Elnaz Davoodi, Kory Wallace Mathewson, Olivier Tieleman, Angeliki Lazaridou, and Bilal Piot · 2022
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On the role of population heterogeneity in emergent communication
Mathieu Rita, Florian Strub, Jean-Bastien Grill, Olivier Pietquin, and Emmanuel Dupoux · 2022
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