Fetching the paper…
Reading the bibliography…
Computational modeling plays an essential role in the study of language emergence.
A mathematical theory of communication
Claude E Shannon · 1948
Earlier work this paper cites.
The Principie of Least Effort
George Kingsley Zipf · 1949
Earlier work this paper cites.
The perceptron: a probabilistic model for information storage and organization in the brain
Frank Rosenblatt · 1958
Earlier work this paper cites.
The origin of speech
Charles F Hockett · 1960
Earlier work this paper cites.
Elements of a functional syntax
André Martinet · 1960
Earlier work this paper cites.
Games with incomplete information played by “bayesian” players, i–iii part i. the basic model
John C Harsanyi · 1967
Earlier work this paper cites.
The sound pattern of English
Noam Chomsky and Morris Halle · 1968
Earlier work this paper cites.
Convention: A Philosophical Study
David Kellogg Lewis · 1969
Earlier work this paper cites.
A Leonard Bloomfield Anthology
Charles F Hockett · 1970
Earlier work this paper cites.
On the speech of neanderthal man
Philip Lieberman and Edmund S Crelin · 1971
Earlier work this paper cites.
Origins and evolution of language and speech
Stevan Harnad, Horst Dieter Steklis, and Jane Beckman Lancaster · 1976
Earlier work this paper cites.
Semantics: Volume 2 , volume 2
John Lyons · 1977
Earlier work this paper cites.
Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
Kunihiko Fukushima · 1980
Earlier work this paper cites.
Strategic information transmission
Vincent P Crawford and Joel Sobel · 1982
Earlier work this paper cites.
Learning representations by back-propagating errors
David E Rumelhart, Geoffrey E Hinton, and Ronald J Williams · 1986
Earlier work this paper cites.
Signaling Games and Stable Equilibria*
In-Koo Cho and David M. Kreps · 1987
Earlier work this paper cites.
A theoretical framework for back-propagation
Yann LeCun, D Touresky, G Hinton, and T Sejnowski · 1988
Earlier work this paper cites.
Connectionism and cognitive architecture: A critical analysis
Jerry A Fodor and Zenon W Pylyshyn · 1988
Earlier work this paper cites.
Biological evolution of the saussurean sign as a component of the language acquisition device
James R Hurford · 1989
Earlier work this paper cites.
Multilayer feedforward networks are universal approximators
Kurt Hornik, Maxwell Stinchcombe, and Halbert White · 1989
Earlier work this paper cites.
Finding structure in time
Jeffrey L Elman · 1990
Earlier work this paper cites.
Linguistic and sociolinguistic aspects of language contact, maintenance and loss
Michael Clyne · 1992
Earlier work this paper cites.
Markov games as a framework for multi-agent reinforcement learning
Michael L Littman · 1994
Earlier work this paper cites.
A self-organizing spatial vocabulary
Luc Steels · 1995
Earlier work this paper cites.
The evolution of communication
Marc D Hauser · 1996
Earlier work this paper cites.
The synthetic modeling of language origins
Luc Steels · 1997
Earlier work this paper cites.
Machine Learning
Thomas M. Mitchell · 1997
Earlier work this paper cites.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
Earlier work this paper cites.
Gradient-based learning applied to document recognition
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner · 1998
Earlier work this paper cites.
Experimental evidence on the evolution of meaning of messages in sender-receiver games
Andreas Blume, Douglas V DeJong, Yong-Gwan Kim, and Geoffrey B Sprinkle · 1998
Earlier work this paper cites.
Policy gradient methods for reinforcement learning with function approximation
Richard S Sutton, David McAllester, Satinder Singh, and Yishay Mansour · 1999
Earlier work this paper cites.
Spontaneous evolution of linguistic structure-an iterated learning model of the emergence of regularity and irregularity
Simon Kirby · 2001
Earlier work this paper cites.
The faculty of language: what is it, who has it, and how did it evolve?
Marc D Hauser, Noam Chomsky, and W Tecumseh Fitch · 2002
Earlier work this paper cites.
Contact Linguistics: Bilingual Encounters and Grammatical Outcomes
Carol Myers-Scotton · 2002
Earlier work this paper cites.
Natural language from artificial life
Simon Kirby · 2002
Earlier work this paper cites.
Complex systems in language evolution: the cultural emergence of compositional structure
Kenny Smith, Henry Brighton, and Simon Kirby · 2003
Earlier work this paper cites.
Pattern Recognition and Machine Learning
Christopher M. Bishop · 2006
Earlier work this paper cites.
Understanding linguistic evolution by visualizing the emergence of topographic mappings
Henry Brighton and Simon Kirby · 2006
Earlier work this paper cites.
Language evolution: A brief guide for linguists
Derek Bickerton · 2007
Earlier work this paper cites.
The consequences of talking to strangers: Evolutionary corollaries of socio-cultural influences on linguistic form
Alison Wray and George W. Grace · 2007
Earlier work this paper cites.
Word classes
Jan Rijkhoff · 2007
Earlier work this paper cites.
Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language
Simon Kirby, Hannah Cornish, and Kenny Smith · 2008
Earlier work this paper cites.
Language change and social networks
Jinyun Ke, Tao Gong, William SY Wang, et al · 2008
Earlier work this paper cites.
The evolution of frequency distributions: Relating regularization to inductive biases through iterated learning
Florencia Reali and Thomas L Griffiths · 2009
Earlier work this paper cites.
Modeling interactions between language evolution and demography
Paul Vogt · 2009
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
Communication and structured correlation
Elliott Wagner · 2009
Earlier work this paper cites.
Words as alleles: connecting language evolution with bayesian learners to models of genetic drift
Florencia Reali and Thomas L Griffiths · 2010
Earlier work this paper cites.
Modeling the emergence of universality in color naming patterns
Andrea Baronchelli, Tao Gong, Andrea Puglisi, and Vittorio Loreto · 2010
Cited alongside, same era.
Signals: Evolution, learning, and information
Brian Skyrms · 2010
Cited alongside, same era.
Rectified linear units improve restricted boltzmann machines
Vinod Nair and Geoffrey E Hinton · 2010
Cited alongside, same era.
Recurrent neural network based language model
Tomas Mikolov, Martin Karafiát, Lukas Burget, Jan Cernockỳ, and Sanjeev Khudanpur · 2010
Cited alongside, same era.
Large-scale machine learning with stochastic gradient descent
Léon Bottou · 2010
Cited alongside, same era.
Language structure is partly determined by social structure
Rick Dale Gary Lupyan · 2010
Cited alongside, same era.
JAX: composable transformations of Python+NumPy programs, 2018
James Bradbury, Roy Frostig, Peter Hawkins, Matthew James Johnson, Chris Leary, Dougal Maclaurin, George Necula, Adam Paszke, Jake VanderPlas, Skye Wanderman-Milne, and Qiao Zhang · 2018
Later among the works it cites.
Reinforcement learning: An introduction
Richard S Sutton and Andrew G Barto · 2018
Later among the works it cites.
Dropblock: A regularization method for convolutional networks
Golnaz Ghiasi, Tsung-Yi Lin, and Quoc V Le · 2018
Later among the works it cites.
Multimodal machine learning: A survey and taxonomy
Tadas Baltrušaitis, Chaitanya Ahuja, and Louis-Philippe Morency · 2018
Later among the works it cites.
Feature-wise transformations
Vincent Dumoulin, Ethan Perez, Nathan Schucher, Florian Strub, Harm de Vries, Aaron Courville, and Yoshua Bengio · 2018
Later among the works it cites.
How agents see things: On visual representations in an emergent language game
Diane Bouchacourt and Marco Baroni · 2018
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Generating text with recurrent neural networks
Ilya Sutskever, James Martens, and Geoffrey E Hinton · 2011
Cited alongside, same era.
Word lengths are optimized for efficient communication
Steven T Piantadosi, Harry Tily, and Edward Gibson · 2011
Cited alongside, same era.
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
Cited alongside, same era.
Game theory: an introduction
Steven Tadelis · 2013
Cited alongside, same era.
On the difficulty of training recurrent neural networks
Razvan Pascanu, Tomas Mikolov, and Yoshua Bengio · 2013
Cited alongside, same era.
Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2013
Cited alongside, same era.
Later among the works it cites.
Larger communities create more systematic languages
Limor Raviv, Antje Meyer, and Shiri Lev-Ari · 2019
Later among the works it cites.
Evolving artificial sign languages in the lab: From improvised gesture to systematic sign
Yasamin Motamedi, Marieke Schouwstra, Kenny Smith, Jennifer Culbertson, and Simon Kirby · 2019
Later among the works it cites.
On the utility of learning about humans for human-ai coordination
Micah Carroll, Rohin Shah, Mark K Ho, Tom Griffiths, Sanjit Seshia, Pieter Abbeel, and Anca Dragan · 2019
Later among the works it cites.
Social influence as intrinsic motivation for multi-agent deep reinforcement learning
Natasha Jaques, Angeliki Lazaridou, Edward Hughes, Caglar Gulcehre, Pedro Ortega, DJ Strouse, Joel Z Leibo, and Nando De Freitas · 2019
Later among the works it cites.
Anti-efficient encoding in emergent communication
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, and Marco Baroni · 2019
Later among the works it cites.
Ease-of-teaching and language structure from emergent communication
Fushan Li and Michael Bowling · 2019
Later among the works it cites.
Shaping representations through communication: community size effect in artificial learning systems
Olivier Tieleman, Angeliki Lazaridou, Shibl Mourad, Charles Blundell, and Doina Precup · 2019
Later among the works it cites.
Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 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
Later among the works it cites.
Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
Jiasen Lu, Dhruv Batra, Devi Parikh, and Stefan Lee · 2019
Later among the works it cites.
Hyperparameter optimization
Matthias Feurer and Frank Hutter · 2019
Later among the works it cites.
Tarmac: Targeted multi-agent communication
Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Mike Rabbat, and Joelle Pineau · 2019
Later among the works it cites.
Emergent linguistic phenomena in multi-agent communication games
Laura Graesser, Kyunghyun Cho, and Douwe Kiela · 2019
Later among the works it cites.
Measuring compositionality in representation learning
Jacob Andreas · 2019
Later among the works it cites.
Emergence of compositional language with deep generational transmission
Michael Cogswell, Jiasen Lu, Stefan Lee, Devi Parikh, and Dhruv Batra · 2019
Later among the works it cites.
Capacity, bandwidth, and compositionality in emergent language learning
Cinjon Resnick, Abhinav Gupta, Jakob Foerster, Andrew M Dai, and Kyunghyun Cho · 2019
Later among the works it cites.
A simple framework for contrastive learning of visual representations
Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton · 2020
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.
Emergent multi-agent communication in the deep learning era
Angeliki Lazaridou and Marco Baroni · 2020
Later among the works it cites.
Compositionality and generalization in emergent languages
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, and Marco Baroni · 2020
Later among the works it cites.
Compositional languages emerge in a neural iterated learning model
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B Cohen, and Simon Kirby · 2020
Later among the works it cites.
" lazimpa": Lazy and impatient neural agents learn to communicate efficiently
Mathieu Rita, Rahma Chaabouni, and Emmanuel Dupoux · 2020
Later among the works it cites.
Exploring zero-shot emergent communication in embodied multi-agent populations
Kalesha Bullard, Franziska Meier, Douwe Kiela, Joelle Pineau, and Jakob Foerster · 2020
Later among the works it cites.
On the interaction between supervision and self-play in emergent communication
Ryan Lowe, Abhinav Gupta, Jakob Foerster, Douwe Kiela, and Joelle Pineau · 2020
Later among the works it cites.
Autoprompt: Eliciting knowledge from language models with automatically generated prompts
Taylor Shin, Yasaman Razeghi, Robert L Logan IV, Eric Wallace, and Sameer Singh · 2020
Later among the works it cites.
Countering language drift with seeded iterated learning
Yuchen Lu, Soumye Singhal, Florian Strub, Aaron Courville, and Olivier Pietquin · 2020
Later among the works it cites.
Interpretable agent communication from scratch (with a generic visual processor emerging on the side)
Roberto Dessì, Eugene Kharitonov, and Baroni Marco · 2021
Later among the works it cites.
Emergent communication under varying sizes and connectivities
Jooyeon Kim and Alice Oh · 2021
Later among the works it cites.
Over-communicate no more: Situated rl agents learn concise communication protocols
Aleksandra Kalinowska, Elnaz Davoodi, Florian Strub, Kory W Mathewson, Ivana Kajic, Michael Bowling, Todd D Murphey, and Patrick M Pilarski · 2022
Later among the works it cites.
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
Later among the works it cites.
Training language models to follow instructions with human feedback
Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al · 2022
Later among the works it cites.
Flamingo: a visual language model for few-shot learning
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, et al · 2022
Later among the works it cites.
Emergent communication for understanding human language evolution: What’s missing?, 2022
Lukas Galke, Yoav Ram, and Limor Raviv · 2022
Later among the works it cites.
Linking emergent and natural languages via corpus transfer
Shunyu Yao, Mo Yu, Yang Zhang, Karthik R Narasimhan, Joshua B Tenenbaum, and Chuang Gan · 2022
Later among the works it cites.
Rlprompt: Optimizing discrete text prompts with reinforcement learning
Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric P Xing, and Zhiting Hu · 2022
Later among the works it cites.
Jampatoisnli: A jamaican patois natural language inference dataset
Ruth-Ann Armstrong, John Hewitt, and Christopher Manning · 2022
Later among the works it cites.
Constitutional ai: Harmlessness from ai feedback
Yuntao Bai, Saurav Kadavath, Sandipan Kundu, Amanda Askell, Jackson Kernion, Andy Jones, Anna Chen, Anna Goldie, Azalia Mirhoseini, Cameron McKinnon, et al · 2022
Later among the works it cites.
Emergent language-based coordination in deep multi-agent systems
Marco Baroni, Roberto Dessì, and Angeliki Lazaridou · 2022
Later among the works it cites.
Neural agents struggle to take turns in bidirectional emergent communication
Valentin Taillandier, Dieuwke Hupkes, Benoît Sagot, Emmanuel Dupoux, and Paul Michel · 2023
Later among the works it cites.
Revisiting populations in multi-agent communication
Paul Michel, Mathieu Rita, Kory Wallace Mathewson, Olivier Tieleman, and Angeliki Lazaridou · 2023
Later among the works it cites.
Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
Later among the works it cites.