Compositional Languages Emerge in a Neural Iterated Learning Model

Compositional Languages Emerge in a Neural Iterated Learning Model

4 February 2020

Yi Ren

Matthieu Labeau

Papers citing "Compositional Languages Emerge in a Neural Iterated Learning Model"

16 / 16 papers shown

Title
Implicit Repair with Reinforcement Learning in Emergent Communication Fábio Vital A. Sardinha Francisco S. Melo 39 0 0 18 Feb 2025
A Complexity-Based Theory of Compositionality Eric Elmoznino Thomas Jiralerspong Yoshua Bengio Guillaume Lajoie CoGe 61 4 0 18 Oct 2024
PACE: Abstractions for Communicating Efficiently Andrea Silvi Andrea Silvi Devdatt Dubhashi Vikas Garg LLMAG 34 0 0 30 Sep 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 31 6 0 03 Jul 2024
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication Emily Cheng Mathieu Rita Thierry Poibeau AI4CE 20 2 0 22 May 2023
Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minima Julian Zubek Tomasz Korbak J. Rączaszek-Leonardi 28 2 0 08 Mar 2023
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 32 27 0 15 Jul 2022
The Primacy Bias in Deep Reinforcement Learning Evgenii Nikishin Max Schwarzer P. DÓro Pierre-Luc Bacon Aaron C. Courville OnRL 96 180 0 16 May 2022
Fortuitous Forgetting in Connectionist Networks Hattie Zhou Ankit Vani Hugo Larochelle Aaron Courville CLL 16 42 0 01 Feb 2022
Emergent Graphical Conventions in a Visual Communication Game Shuwen Qiu Sirui Xie Lifeng Fan Tao Gao Jungseock Joo Song-Chun Zhu Yixin Zhu 29 12 0 28 Nov 2021
Multi-label Iterated Learning for Image Classification with Label Ambiguity Sai Rajeswar Pau Rodríguez López Soumye Singhal David Vazquez Aaron C. Courville VLM 26 30 0 23 Nov 2021
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication Lukasz Kuciñski Tomasz Korbak P. Kołodziej Piotr Milo's 60 19 0 11 Nov 2021
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 24 50 0 20 May 2021
Intrinsically Motivated Compositional Language Emergence Rishi Hazra Sonu Dixit Sayambhu Sen 11 1 0 09 Dec 2020
Inductive Bias and Language Expressivity in Emergent Communication Shangmin Guo Yi Ren A. Slowik K. Mathewson 25 8 0 04 Dec 2020
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra VLM EgoV 33 15 0 24 Jul 2020