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Compositionality and Generalization in Emergent Languages

Compositionality and Generalization in Emergent Languages

Annual Meeting of the Association for Computational Linguistics (ACL), 2020
20 April 2020
Rahma Chaabouni
Eugene Kharitonov
Diane Bouchacourt
Emmanuel Dupoux
Marco Baroni
    CoGeAI4CE
ArXiv (abs)PDFHTML

Papers citing "Compositionality and Generalization in Emergent Languages"

50 / 94 papers shown
On the Optimality of Discrete Object Naming: a Kinship Case Study
On the Optimality of Discrete Object Naming: a Kinship Case Study
Phong Le
Mees Lindeman
Raquel G. Alhama
108
0
0
24 Nov 2025
Bridging Reasoning to Learning: Unmasking Illusions using Complexity Out of Distribution Generalization
Bridging Reasoning to Learning: Unmasking Illusions using Complexity Out of Distribution Generalization
Mohammad Mahdi Samiei Paqaleh
Arash Marioriyad
Arman Tahmasebi-Zadeh
Mohamadreza Fereydooni
Mahdi Ghaznavai
Mahdieh Soleymani Baghshah
179
0
0
06 Oct 2025
NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
Yuqing Zhang
Ecesu Ürker
Tessa Verhoef
Gemma Boleda
Arianna Bisazza
148
0
0
26 Sep 2025
CORE: Measuring Multi-Agent LLM Interaction Quality under Game-Theoretic Pressures
CORE: Measuring Multi-Agent LLM Interaction Quality under Game-Theoretic Pressures
Punya Syon Pandey
Yongjin Yang
Jiarui Liu
Zhijing Jin
164
2
0
16 Aug 2025
Discovering Properties of Inflectional Morphology in Neural Emergent Communication
Discovering Properties of Inflectional Morphology in Neural Emergent Communication
Miles Gilberti
Shane Storks
Huteng Dai
215
0
0
07 Aug 2025
Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired
Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired
Ruxiao Chen
Dezheng Han
Wenjie Han
Shuaishuai Guo
204
0
0
28 May 2025
Metropolis-Hastings Captioning Game: Knowledge Fusion of Vision Language Models via Decentralized Bayesian Inference
Metropolis-Hastings Captioning Game: Knowledge Fusion of Vision Language Models via Decentralized Bayesian Inference
Yuta Matsui
Ryosuke Yamaki
Ryo Ueda
Seitaro Shinagawa
Tadahiro Taniguchi
MLLM
380
5
0
13 Apr 2025
Unsupervised Acquisition of Discrete Grammatical Categories
Unsupervised Acquisition of Discrete Grammatical Categories
David Ph. Shakouri
Crit Cremers
Niels O. Schiller
243
1
0
24 Mar 2025
VQEL: Enabling Self-Play in Emergent Language Games via Agent-Internal Vector Quantization
VQEL: Enabling Self-Play in Emergent Language Games via Agent-Internal Vector Quantization
Mohammad Mahdi Samiei Paqaleh
Mahdieh Soleymani Baghshah
Mahdieh Soleymani Baghshah
281
0
0
06 Mar 2025
Implicit Repair with Reinforcement Learning in Emergent Communication
Implicit Repair with Reinforcement Learning in Emergent CommunicationAdaptive Agents and Multi-Agent Systems (AAMAS), 2025
Fábio Vital
Alberto Sardinha
Francisco S. Melo
321
0
0
18 Feb 2025
Simulating the Emergence of Differential Case Marking with Communicating Neural-Network Agents
Simulating the Emergence of Differential Case Marking with Communicating Neural-Network Agents
Yuchen Lian
Arianna Bisazza
Tessa Verhoef
AI4CE
309
4
0
06 Feb 2025
Semantics and Spatiality of Emergent Communication
Semantics and Spatiality of Emergent CommunicationNeural Information Processing Systems (NeurIPS), 2024
Rotem Ben Zion
Boaz Carmeli
Orr Paradise
Yonatan Belinkov
160
1
0
15 Nov 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication
Nguyen Le Hoang
T. Taniguchi
Fang Tianwei
Akira Taniguchi
388
2
0
29 Oct 2024
Geometric Signatures of Compositionality Across a Language Model's Lifetime
Geometric Signatures of Compositionality Across a Language Model's LifetimeAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Jin Hwa Lee
Thomas Jiralerspong
Lei Yu
Yoshua Bengio
Emily Cheng
CoGe
822
12
0
02 Oct 2024
PACE: Procedural Abstractions for Communicating Efficiently
PACE: Procedural Abstractions for Communicating Efficiently
Andrea Silvi
Andrea Silvi
Emil Carlsson
Moa Johansson
LLMAG
320
0
0
30 Sep 2024
Can Models Learn Skill Composition from Examples?
Can Models Learn Skill Composition from Examples?Neural Information Processing Systems (NeurIPS), 2024
Haoyu Zhao
Simran Kaur
Dingli Yu
Anirudh Goyal
Sanjeev Arora
CoGeMoE
492
16
0
29 Sep 2024
Emergent Language in Open-Ended Environments
Emergent Language in Open-Ended Environments
Cornelius Wolff
Julius Mayer
Elia Bruni
Xenia Ohmer
LLMAG
209
0
0
26 Aug 2024
ConceptMix: A Compositional Image Generation Benchmark with Controllable
  Difficulty
ConceptMix: A Compositional Image Generation Benchmark with Controllable DifficultyNeural Information Processing Systems (NeurIPS), 2024
Xindi Wu
Dingli Yu
Yangsibo Huang
Olga Russakovsky
Sanjeev Arora
CoGeEGVM
318
54
0
26 Aug 2024
How Diffusion Models Learn to Factorize and Compose
How Diffusion Models Learn to Factorize and ComposeNeural Information Processing Systems (NeurIPS), 2024
Qiyao Liang
Ziming Liu
Mitchell Ostrow
Ila Fiete
DiffMCoGe
265
15
0
23 Aug 2024
The Curious Case of Representational Alignment: Unravelling
  Visio-Linguistic Tasks in Emergent Communication
The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication
Tom Kouwenhoven
Max Peeperkorn
Bram van Dijk
Tessa Verhoef
253
8
0
25 Jul 2024
NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language
  Learning and Group Communication
NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication
Yuchen Lian
Tessa Verhoef
Arianna Bisazza
LLMAG
220
7
0
19 Jul 2024
ELCC: the Emergent Language Corpus Collection
ELCC: the Emergent Language Corpus Collection
Brendon Boldt
David R. Mortensen
311
2
0
04 Jul 2024
A Review of the Applications of Deep Learning-Based Emergent
  Communication
A Review of the Applications of Deep Learning-Based Emergent Communication
Brendon Boldt
David R. Mortensen
VLM
289
20
0
03 Jul 2024
Meta-Learning an Evolvable Developmental Encoding
Meta-Learning an Evolvable Developmental Encoding
Milton L. Montero
Erwan Plantec
Eleni Nisioti
J. Pedersen
Sebastian Risi
391
2
0
13 Jun 2024
Speaking Your Language: Spatial Relationships in Interpretable Emergent
  Communication
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
Olaf Lipinski
Adam Sobey
Federico Cerutti
Timothy J. Norman
274
3
0
11 Jun 2024
Iterated Learning Improves Compositionality in Large Vision-Language
  Models
Iterated Learning Improves Compositionality in Large Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024
Chenhao Zheng
Jieyu Zhang
Aniruddha Kembhavi
Ranjay Krishna
VLMCoGe
316
18
0
02 Apr 2024
Language Evolution with Deep Learning
Language Evolution with Deep Learning
Mathieu Rita
Paul Michel
Rahma Chaabouni
Olivier Pietquin
Emmanuel Dupoux
Florian Strub
301
4
0
18 Mar 2024
Concept-Best-Matching: Evaluating Compositionality in Emergent
  Communication
Concept-Best-Matching: Evaluating Compositionality in Emergent Communication
Boaz Carmeli
Yonatan Belinkov
Ron Meir
280
6
0
17 Mar 2024
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
Federico Bianchi
P. Chia
Mert Yuksekgonul
Jacopo Tagliabue
Daniel Jurafsky
James Zou
LLMAG
364
87
0
08 Feb 2024
Learning from Teaching Regularization: Generalizable Correlations Should
  be Easy to Imitate
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
Can Jin
Tong Che
Hongwu Peng
Yiyuan Li
Dimitris N. Metaxas
Marco Pavone
502
61
0
05 Feb 2024
Towards Equipping Transformer with the Ability of Systematic
  Compositionality
Towards Equipping Transformer with the Ability of Systematic CompositionalityAAAI Conference on Artificial Intelligence (AAAI), 2023
Chen Huang
Peixin Qin
Wenqiang Lei
Jiancheng Lv
333
2
0
12 Dec 2023
Emergent Communication for Rules Reasoning
Emergent Communication for Rules Reasoning
Yuxuan Guo
Yifan Hao
Rui Zhang
Enshuai Zhou
Zidong Du
...
Shaohui Peng
Di Huang
Rui Chen
Qi Guo
Yunji Chen
LLMAGLRMAI4CE
278
1
0
08 Nov 2023
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
Ryo Ueda
Tadahiro Taniguchi
354
13
0
08 Nov 2023
It's About Time: Temporal References in Emergent Communication
It's About Time: Temporal References in Emergent Communication
Olaf Lipinski
Adam Sobey
Federico Cerutti
Timothy J. Norman
AI4CE
390
0
0
10 Oct 2023
Discrete, compositional, and symbolic representations through attractor
  dynamics
Discrete, compositional, and symbolic representations through attractor dynamics
Andrew Nam
Eric Elmoznino
Nikolay Malkin
Chen Sun
Yoshua Bengio
Guillaume Lajoie
255
5
0
03 Oct 2023
Grounded Language Acquisition From Object and Action Imagery
Grounded Language Acquisition From Object and Action ImageryAdvanced Video and Signal Based Surveillance (AVSS), 2023
James R. Kubricht
Zhaoyuan Yang
Jianwei Qiu
Peter Tu
307
0
0
12 Sep 2023
Towards More Human-like AI Communication: A Review of Emergent
  Communication Research
Towards More Human-like AI Communication: A Review of Emergent Communication ResearchIEEE Access (IEEE Access), 2023
Nicolo’ Brandizzi
277
23
0
01 Aug 2023
ETHER: Aligning Emergent Communication for Hindsight Experience Replay
ETHER: Aligning Emergent Communication for Hindsight Experience Replay
Kevin Denamganai
Daniel Hernández
Ozan Vardal
S. Missaoui
James Alfred Walker
273
0
0
28 Jul 2023
Probabilistic and Semantic Descriptions of Image Manifolds and Their
  Applications
Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications
Peter Tu
Zhaoyuan Yang
Leonid Sigal
Zhiwei Xu
Jing Zhang
Yiwei Fu
Dylan Campbell
Jaskirat Singh
Tianyu Wang
DiffM
625
2
0
06 Jul 2023
Symbol emergence as interpersonal cross-situational learning: the
  emergence of lexical knowledge with combinatoriality
Symbol emergence as interpersonal cross-situational learning: the emergence of lexical knowledge with combinatoriality
Y. Hagiwara
Kazuma Furukawa
Takafumi Horie
Akira Taniguchi
T. Taniguchi
306
0
0
27 Jun 2023
Training Priors Predict Text-To-Image Model Performance
Training Priors Predict Text-To-Image Model Performance
Charles Lovering
Ellie Pavlick
CoGe
276
4
0
23 May 2023
On the Correspondence between Compositionality and Imitation in Emergent
  Neural Communication
On the Correspondence between Compositionality and Imitation in Emergent Neural CommunicationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Emily Cheng
Mathieu Rita
Thierry Poibeau
AI4CE
304
2
0
22 May 2023
Characterizing tradeoffs between teaching via language and
  demonstrations in multi-agent systems
Characterizing tradeoffs between teaching via language and demonstrations in multi-agent systemsAnnual Meeting of the Cognitive Science Society (CogSci), 2023
Dhara Yu
Noah D. Goodman
Jesse Mu
LLMAG
216
2
0
19 May 2023
Emergent Communication with Attention
Emergent Communication with AttentionAnnual Meeting of the Cognitive Science Society (CogSci), 2023
Ryokan Ri
Ryo Ueda
Jason Naradowsky
208
2
0
18 May 2023
A framework for the emergence and analysis of language in social
  learning agents
A framework for the emergence and analysis of language in social learning agentsNature Communications (Nat. Commun.), 2023
Tobias J. Wieczorek
Tatjana Tchumatchenko
Carlos Wert Carvajal
Maximilian F. Eggl
320
4
0
04 May 2023
Basic syntax from speech: Spontaneous concatenation in unsupervised deep neural networks
Basic syntax from speech: Spontaneous concatenation in unsupervised deep neural networks
Gašper Beguš
Thomas Lu
Zili Wang
241
6
0
02 May 2023
Visual Referential Games Further the Emergence of Disentangled
  Representations
Visual Referential Games Further the Emergence of Disentangled Representations
Kevin Denamganai
S. Missaoui
James Alfred Walker
OCLCoGe
280
6
0
27 Apr 2023
Models of symbol emergence in communication: a conceptual review and a
  guide for avoiding local minima
Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minimaArtificial Intelligence Review (AIR), 2023
Julian Zubek
Tomasz Korbak
J. Rączaszek-Leonardi
222
4
0
08 Mar 2023
Learning Multi-Object Positional Relationships via Emergent
  Communication
Learning Multi-Object Positional Relationships via Emergent CommunicationAAAI Conference on Artificial Intelligence (AAAI), 2023
Yicheng Feng
Boshi An
Zongqing Lu
263
4
0
16 Feb 2023
Communication Drives the Emergence of Language Universals in Neural
  Agents: Evidence from the Word-order/Case-marking Trade-off
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-offTransactions of the Association for Computational Linguistics (TACL), 2023
Yuchen Lian
Arianna Bisazza
Tessa Verhoef
364
12
0
30 Jan 2023
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