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2002.01365
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Compositional Languages Emerge in a Neural Iterated Learning Model
International Conference on Learning Representations (ICLR), 2020
4 February 2020
Yi Ren
Shangmin Guo
Matthieu Labeau
Shay B. Cohen
S. Kirby
Re-assign community
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Papers citing
"Compositional Languages Emerge in a Neural Iterated Learning Model"
50 / 66 papers shown
VQEL: Enabling Self-Play in Emergent Language Games via Agent-Internal Vector Quantization
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06 Mar 2025
Implicit Repair with Reinforcement Learning in Emergent Communication
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Fábio Vital
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290
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18 Feb 2025
A Compressive-Expressive Communication Framework for Compositional Representations
Rafael Elberg
Mircea Petrache
Denis Parra
Denis Parra
540
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31 Jan 2025
Semantics and Spatiality of Emergent Communication
Neural Information Processing Systems (NeurIPS), 2024
Rotem Ben Zion
Boaz Carmeli
Orr Paradise
Yonatan Belinkov
145
1
0
15 Nov 2024
A Complexity-Based Theory of Compositionality
Eric Elmoznino
Thomas Jiralerspong
Yoshua Bengio
Guillaume Lajoie
CoGe
786
17
0
18 Oct 2024
PACE: Procedural Abstractions for Communicating Efficiently
Andrea Silvi
Andrea Silvi
Emil Carlsson
Moa Johansson
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284
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30 Sep 2024
On The Specialization of Neural Modules
International Conference on Learning Representations (ICLR), 2024
Devon Jarvis
Richard Klein
Benjamin Rosman
Andrew M. Saxe
356
19
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23 Sep 2024
Understanding Simplicity Bias towards Compositional Mappings via Learning Dynamics
Yi Ren
Danica J. Sutherland
CoGe
234
6
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15 Sep 2024
Emergent Language in Open-Ended Environments
Cornelius Wolff
Julius Mayer
Elia Bruni
Xenia Ohmer
LLMAG
186
0
0
26 Aug 2024
The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication
Tom Kouwenhoven
Max Peeperkorn
Bram van Dijk
Tessa Verhoef
237
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25 Jul 2024
ELCC: the Emergent Language Corpus Collection
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David R. Mortensen
280
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04 Jul 2024
A Review of the Applications of Deep Learning-Based Emergent Communication
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265
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Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics
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Frederick Tung
Gabriel L. Oliveira
Hossein Sharifi-Noghabi
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332
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10 Jun 2024
An iterated learning model of language change that mixes supervised and unsupervised learning
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Seth Bullock
Conor J. Houghton
160
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31 May 2024
"Forgetting" in Machine Learning and Beyond: A Survey
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Bernardo Pereira Nunes
Armin Haller
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300
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31 May 2024
Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning
Rafael Elberg
Denis Parra
Mircea Petrache
MedIm
DiffM
257
5
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02 May 2024
Iterated Learning Improves Compositionality in Large Vision-Language Models
Computer Vision and Pattern Recognition (CVPR), 2024
Chenhao Zheng
Jieyu Zhang
Aniruddha Kembhavi
Ranjay Krishna
VLM
CoGe
290
16
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02 Apr 2024
Language Evolution with Deep Learning
Mathieu Rita
Paul Michel
Rahma Chaabouni
Olivier Pietquin
Emmanuel Dupoux
Florian Strub
229
3
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18 Mar 2024
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
International Conference on Learning Representations (ICLR), 2024
Shangmin Guo
Yi Ren
Stefano V.Albrecht
Kenny Smith
195
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16 Jan 2024
Emergent Communication for Rules Reasoning
Yuxuan Guo
Yifan Hao
Rui Zhang
Enshuai Zhou
Zidong Du
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Shaohui Peng
Di Huang
Rui Chen
Qi Guo
Yunji Chen
LLMAG
LRM
AI4CE
261
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08 Nov 2023
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
Ryo Ueda
Tadahiro Taniguchi
307
13
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08 Nov 2023
Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings
Neural Information Processing Systems (NeurIPS), 2023
Yi Ren
Samuel Lavoie
Mikhail Galkin
Danica J. Sutherland
Aaron Courville
202
20
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28 Oct 2023
Anaphoric Structure Emerges Between Neural Networks
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H. Rohde
Henry Conklin
239
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15 Aug 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research
IEEE Access (IEEE Access), 2023
Nicolo’ Brandizzi
249
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01 Aug 2023
ETHER: Aligning Emergent Communication for Hindsight Experience Replay
Kevin Denamganai
Daniel Hernández
Ozan Vardal
S. Missaoui
James Alfred Walker
244
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28 Jul 2023
Metropolis-Hastings algorithm in joint-attention naming game: Experimental semiotics study
Ryota Okumura
T. Taniguchi
Y. Hagiwara
Akira Taniguchi
174
13
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31 May 2023
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Emily Cheng
Mathieu Rita
Thierry Poibeau
AI4CE
281
2
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22 May 2023
Emergent Communication with Attention
Annual Meeting of the Cognitive Science Society (CogSci), 2023
Ryokan Ri
Ryo Ueda
Jason Naradowsky
183
2
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18 May 2023
Cultural evolution via iterated learning and communication explains efficient color naming systems
Journal of Language Evolution (J. Lang. Evol.), 2023
Emil Carlsson
Devdatt Dubhashi
T. Regier
129
9
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17 May 2023
Visual Referential Games Further the Emergence of Disentangled Representations
Kevin Denamganai
S. Missaoui
James Alfred Walker
OCL
CoGe
256
6
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27 Apr 2023
Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minima
Artificial Intelligence Review (AIR), 2023
Julian Zubek
Tomasz Korbak
J. Rączaszek-Leonardi
199
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08 Mar 2023
Learning Multi-Object Positional Relationships via Emergent Communication
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Yicheng Feng
Boshi An
Zongqing Lu
244
4
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16 Feb 2023
Referential communication in heterogeneous communities of pre-trained visual deep networks
Adaptive Agents and Multi-Agent Systems (AAMAS), 2023
Matéo Mahaut
Francesca Franzon
Roberto Dessì
Marco Baroni
483
10
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04 Feb 2023
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off
Transactions of the Association for Computational Linguistics (TACL), 2023
Yuchen Lian
Arianna Bisazza
Tessa Verhoef
320
12
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30 Jan 2023
Break It Down: Evidence for Structural Compositionality in Neural Networks
Neural Information Processing Systems (NeurIPS), 2023
Michael A. Lepori
Thomas Serre
Ellie Pavlick
346
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26 Jan 2023
Contrastive Multimodal Learning for Emergence of Graphical Sensory-Motor Communication
Tristan Karch
Yoann Lemesle
Romain Laroche
Clément Moulin-Frier
Pierre-Yves Oudeyer
195
1
0
03 Oct 2022
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language
Neural Information Processing Systems (NeurIPS), 2022
Zhenlin Xu
Marc Niethammer
Colin Raffel
CoGe
OOD
OCL
DRL
369
52
0
02 Oct 2022
Emergent Communication: Generalization and Overfitting in Lewis Games
Neural Information Processing Systems (NeurIPS), 2022
Mathieu Rita
Corentin Tallec
Paul Michel
Jean-Bastien Grill
Olivier Pietquin
Emmanuel Dupoux
Florian Strub
AI4CE
225
31
0
30 Sep 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition
Alex Warstadt
Samuel R. Bowman
275
137
0
17 Aug 2022
Meta-Referential Games to Learn Compositional Learning Behaviours
Kevin Denamganai
S. Missaoui
James Alfred Walker
600
1
0
16 Jul 2022
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition
Jorge Armando Mendez Mendez
Eric Eaton
KELM
CLL
351
36
0
15 Jul 2022
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods
Yuchen Lu
Zhen Liu
A. Baratin
Romain Laroche
Rameswar Panda
Alessandro Sordoni
SSL
238
0
0
02 Jun 2022
The Primacy Bias in Deep Reinforcement Learning
International Conference on Machine Learning (ICML), 2022
Evgenii Nikishin
Max Schwarzer
P. DÓro
Pierre-Luc Bacon
Rameswar Panda
OnRL
305
254
0
16 May 2022
On the role of population heterogeneity in emergent communication
International Conference on Learning Representations (ICLR), 2022
Mathieu Rita
Florian Strub
Jean-Bastien Grill
Olivier Pietquin
Emmanuel Dupoux
192
28
0
27 Apr 2022
Fortuitous Forgetting in Connectionist Networks
International Conference on Learning Representations (ICLR), 2022
Hattie Zhou
Ankit Vani
Hugo Larochelle
Aaron Courville
CLL
285
50
0
01 Feb 2022
Emergent Graphical Conventions in a Visual Communication Game
Neural Information Processing Systems (NeurIPS), 2021
Shuwen Qiu
Sirui Xie
Lifeng Fan
Tao Gao
Jungseock Joo
Song-Chun Zhu
Yixin Zhu
332
16
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28 Nov 2021
Multi-label Iterated Learning for Image Classification with Label Ambiguity
Sai Rajeswar
Pau Rodríguez López
Soumye Singhal
David Vazquez
Rameswar Panda
VLM
212
38
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23 Nov 2021
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication
Neural Information Processing Systems (NeurIPS), 2021
Lukasz Kuciñski
Tomasz Korbak
P. Kołodziej
Piotr Milo's
275
22
0
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The Emergence of the Shape Bias Results from Communicative Efficiency
Eva Portelance
Michael C. Frank
Dan Jurafsky
Alessandro Sordoni
Romain Laroche
211
22
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13 Sep 2021
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
Elena Voita
Rico Sennrich
Ivan Titov
191
24
0
03 Sep 2021
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