Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability

7 June 2021

Yi Ren

Papers citing "Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability"

20 / 20 papers shown

Title
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 360 6,797 0 13 Jun 2020
Compositionality and Generalization in Emergent Languages Rahma Chaabouni Eugene Kharitonov Diane Bouchacourt Emmanuel Dupoux Marco Baroni CoGe AI4CE 70 139 0 20 Apr 2020
Learning to cooperate: Emergent communication in multi-agent navigation Ivana Kajić Eser Aygun Doina Precup 34 27 0 02 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 358 18,739 0 13 Feb 2020
Compositional Languages Emerge in a Neural Iterated Learning Model Yi Ren Shangmin Guo Matthieu Labeau Shay B. Cohen S. Kirby 131 98 0 04 Feb 2020
Emergence of Pragmatics from Referential Game between Theory of Mind Agents Luyao Yuan Zipeng Fu Jingyue Shen Lu Xu Junhong Shen Song-Chun Zhu LLMAG 61 17 0 21 Jan 2020
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents Shangmin Guo Yi Ren Serhii Havrylov Stella Frank Ivan Titov Kenny Smith 60 37 0 11 Oct 2019
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control Shanghang Zhang Qi Zhang Jieyu Lin 23 100 0 06 Sep 2019
EGG: a toolkit for research on Emergence of lanGuage in Games Eugene Kharitonov Rahma Chaabouni Diane Bouchacourt Marco Baroni 63 75 0 01 Jul 2019
Ease-of-Teaching and Language Structure from Emergent Communication Fushan Li Michael Bowling 157 102 0 06 Jun 2019
Measuring Compositionality in Representation Learning Jacob Andreas CoGe 62 149 0 19 Feb 2019
Emergent Linguistic Phenomena in Multi-Agent Communication Games L. Graesser Kyunghyun Cho Douwe Kiela LLMAG AI4CE 63 71 0 25 Jan 2019
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input Angeliki Lazaridou Karl Moritz Hermann K. Tuyls S. Clark LLMAG 67 216 0 11 Apr 2018
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 105 68 0 12 Oct 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 140 4,482 0 07 Jun 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 70 288 0 31 May 2017
Multi-Agent Cooperation and the Emergence of (Natural) Language Angeliki Lazaridou A. Peysakhovich Marco Baroni LLMAG 115 432 0 21 Dec 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 312 5,364 0 03 Nov 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 665 31,489 0 16 Jan 2013