Compositionality and Generalization in Emergent Languages

20 April 2020

Papers citing "Compositionality and Generalization in Emergent Languages"

26 / 26 papers shown

Title
Can Models Learn Skill Composition from Examples? Haoyu Zhao Simran Kaur Dingli Yu Anirudh Goyal Sanjeev Arora CoGe MoE 71 7 0 29 Sep 2024
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality Eugene Kharitonov Marco Baroni LRM 95 23 0 07 Apr 2020
Rate-Regularization and Generalization in VAEs Alican Bozkurt Babak Esmaeili Jean-Baptiste Tristan Dana H. Brooks Jennifer G. Dy Jan-Willem van de Meent DRL 59 7 0 11 Nov 2019
Capacity, Bandwidth, and Compositionality in Emergent Language Learning Cinjon Resnick Abhinav Gupta Jakob N. Foerster Andrew M. Dai Kyunghyun Cho 53 50 0 24 Oct 2019
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
Compositionality decomposed: how do neural networks generalise? Dieuwke Hupkes Verna Dankers Mathijs Mul Elia Bruni CoGe 145 336 0 22 Aug 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 159 102 0 06 Jun 2019
On the Realization of Compositionality in Neural Networks Joris Baan Jana Leible Mitja Nikolaus David Rau Dennis Ulmer Tim Baumgärtner Dieuwke Hupkes Elia Bruni CoGe 47 16 0 04 Jun 2019
Anti-efficient encoding in emergent communication Rahma Chaabouni Eugene Kharitonov Emmanuel Dupoux Marco Baroni 61 99 0 29 May 2019
Emergence of Compositional Language with Deep Generational Transmission Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra 88 49 0 19 Apr 2019
Measuring Compositionality in Representation Learning Jacob Andreas CoGe 62 149 0 19 Feb 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 115 1,466 0 29 Nov 2018
Bias and Generalization in Deep Generative Models: An Empirical Study Shengjia Zhao Hongyu Ren Arianna Yuan Jiaming Song Noah D. Goodman Stefano Ermon AI4CE 44 137 0 08 Nov 2018
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness Raphael Suter Ðorðe Miladinovic Bernhard Schölkopf Stefan Bauer CML OOD DRL 107 162 0 31 Oct 2018
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
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 62 1,348 0 16 Feb 2018
Isolating Sources of Disentanglement in Variational Autoencoders T. Chen Xuechen Li Roger C. Grosse David Duvenaud DRL 59 447 0 14 Feb 2018
Natural Language Does Not Emerge Ñaturally' in Multi-Agent Dialog Satwik Kottur José M. F. Moura Stefan Lee Dhruv Batra LLMAG 59 220 0 26 Jun 2017
Emergence of Grounded Compositional Language in Multi-Agent Populations Igor Mordatch Pieter Abbeel LLMAG 116 702 0 15 Mar 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 317 5,364 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 186 2,531 0 02 Nov 2016
Gradient Estimation Using Stochastic Computation Graphs John Schulman N. Heess T. Weber Pieter Abbeel OffRL 133 393 0 17 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,344 0 03 Jun 2014
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 256 12,435 0 24 Jun 2012