Capacity, Bandwidth, and Compositionality in Emergent Language Learning

24 October 2019

Papers citing "Capacity, Bandwidth, and Compositionality in Emergent Language Learning"

34 / 34 papers shown

Title
A Communication Framework for Compositional Generation Rafael Elberg Mircea Petrache Denis Parra 93 0 0 17 Feb 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 46 5 0 08 Jan 2025
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 37 6 0 03 Jul 2024
Language Evolution with Deep Learning Mathieu Rita Paul Michel Rahma Chaabouni Olivier Pietquin Emmanuel Dupoux Florian Strub 34 2 0 18 Mar 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 32 4 0 26 Jan 2024
Discrete Messages Improve Communication Efficiency among Isolated Intelligent Agents Hang Chen Yuchuan Jang Weijie Zhou Cristian Meo Ziwei Chen Dianbo Liu 35 0 0 26 Dec 2023
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments Ryo Ueda Tadahiro Taniguchi 32 2 0 08 Nov 2023
Generative learning for nonlinear dynamics William Gilpin AI4CE PINN 60 24 0 07 Nov 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research Nicolo’ Brandizzi 47 12 0 01 Aug 2023
Mathematically Modeling the Lexicon Entropy of Emergent Language Brendon Boldt David R. Mortensen 21 2 0 28 Nov 2022
Emergent Quantized Communication Boaz Carmeli Ron Meir Yonatan Belinkov MQ AI4CE 28 8 0 04 Nov 2022
Emergent Communication: Generalization and Overfitting in Lewis Games Mathieu Rita Corentin Tallec Paul Michel Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux Florian Strub AI4CE 90 23 0 30 Sep 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 27 111 0 17 Aug 2022
Recommendations for Systematic Research on Emergent Language Brendon Boldt David R. Mortensen AI4TS AI4CE 24 2 0 22 Jun 2022
Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process Brendon Boldt David R. Mortensen 20 1 0 22 Jun 2022
On the role of population heterogeneity in emergent communication Mathieu Rita Florian Strub Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux 22 24 0 27 Apr 2022
Emergent Communication for Understanding Human Language Evolution: What's Missing? Lukas Galke Yoav Ram Limor Raviv 27 23 0 22 Apr 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 52 8 0 30 Jan 2022
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication Lukasz Kuciñski Tomasz Korbak P. Kołodziej Piotr Milo's 63 19 0 11 Nov 2021
Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel Kevin Eloff Okko Rasanen H. Engelbrecht Arnu Pretorius Herman Kamper 35 3 0 04 Nov 2021
Multi-Agent Curricula and Emergent Implicit Signaling Niko A. Grupen Daniel D. Lee B. Selman 30 5 0 21 Jun 2021
Emergent Communication of Generalizations Jesse Mu Noah D. Goodman AI4CE LLMAG 24 40 0 04 Jun 2021
Neural networks can understand compositional functions that humans do not, in the context of emergent communication Hugh Perkins 31 4 0 06 Mar 2021
On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator Kevin Denamganai James Alfred Walker 21 10 0 19 Dec 2020
ReferentialGym: A Nomenclature and Framework for Language Emergence & Grounding in (Visual) Referential Games Kevin Denamganai James Alfred Walker 14 6 0 17 Dec 2020
Low-Bandwidth Communication Emerges Naturally in Multi-Agent Learning Systems Niko A. Grupen Daniel D. Lee B. Selman 30 10 0 30 Nov 2020
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li Edoardo Ponti Ivan Vulić Anna Korhonen 25 19 0 02 Nov 2020
Measuring non-trivial compositionality in emergent communication Tomasz Korbak Julian Zubek Joanna Rkaczaszek-Leonardi 9 10 0 28 Oct 2020
Emergent Multi-Agent Communication in the Deep Learning Era Angeliki Lazaridou Marco Baroni AI4CE 48 197 0 03 Jun 2020
Compositionality and Generalization in Emergent Languages Rahma Chaabouni Eugene Kharitonov Diane Bouchacourt Emmanuel Dupoux Marco Baroni CoGe AI4CE 16 133 0 20 Apr 2020
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality Eugene Kharitonov Marco Baroni LRM 22 22 0 07 Apr 2020
Rat big, cat eaten! Ideas for a useful deep-agent protolanguage Marco Baroni ALM 32 8 0 17 Mar 2020
Towards Graph Representation Learning in Emergent Communication Agnieszka Słowik Abhinav Gupta William L. Hamilton M. Jamnik S. Holden 35 4 0 24 Jan 2020
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models Noah Weber L. Shekhar Niranjan Balasubramanian 102 30 0 03 May 2018