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Compositional generalization through meta sequence-to-sequence learning

12 June 2019

Papers citing "Compositional generalization through meta sequence-to-sequence learning"

33 / 133 papers shown

Title
Hierarchical Poset Decoding for Compositional Generalization in Language Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang AI4CE 122 31 0 15 Oct 2020
The EOS Decision and Length Extrapolation Benjamin Newman John Hewitt Percy Liang Christopher D. Manning 86 49 0 14 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 81 282 0 12 Oct 2020
Meta-Active Learning for Node Response Prediction in Graphs Tomoharu Iwata 25 0 0 12 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 82 81 0 08 Oct 2020
CURI: A Benchmark for Productive Concept Learning Under Uncertainty Ramakrishna Vedantam Arthur Szlam Maximilian Nickel Ari S. Morcos Brenden M. Lake UQLM LRM 68 27 0 06 Oct 2020
Meta-Learning of Structured Task Distributions in Humans and Machines Sreejan Kumar Ishita Dasgupta Jonathan Cohen Nathaniel D. Daw Thomas Griffiths OffRL 66 2 0 05 Oct 2020
Measuring Systematic Generalization in Neural Proof Generation with Transformers Nicolas Angelard-Gontier Koustuv Sinha Siva Reddy C. Pal LRM 106 64 0 30 Sep 2020
Few-shot Learning for Time-series Forecasting Tomoharu Iwata Atsutoshi Kumagai AI4TS 51 18 0 30 Sep 2020
Think before you act: A simple baseline for compositional generalization C. Heinze-Deml Diane Bouchacourt CoGe 82 16 0 29 Sep 2020
Span-based Semantic Parsing for Compositional Generalization Jonathan Herzig Jonathan Berant ReLM LRM 78 102 0 13 Sep 2020
Grounded Language Learning Fast and Slow Felix Hill O. Tieleman Tamara von Glehn Nathaniel Wong Hamza Merzic S. Clark LM&Ro 148 81 0 03 Sep 2020
Compositional Generalization via Neural-Symbolic Stack Machines Xinyun Chen Chen Liang Adams Wei Yu Basel Alomair Denny Zhou BDL 79 101 0 15 Aug 2020
Learning abstract structure for drawing by efficient motor program induction Lucas Y. Tian Kevin Ellis Marta Kryven J. Tenenbaum 87 37 0 08 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 112 118 0 04 Aug 2020
Analogical Reasoning for Visually Grounded Language Acquisition Bo Wu Haoyu Qin Alireza Zareian Carl Vondrick Shih-Fu Chang 46 9 0 22 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 97 114 0 17 Jul 2020
Generative Compositional Augmentations for Scene Graph Prediction Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 97 26 0 11 Jul 2020
Universal linguistic inductive biases via meta-learning R. Thomas McCoy Erin Grant P. Smolensky Thomas Griffiths Tal Linzen FedML 53 27 0 29 Jun 2020
Compositional Generalization by Learning Analytical Expressions Qian Liu Shengnan An Jian-Guang Lou Bei Chen Zeqi Lin Yan Gao Bin Zhou Nanning Zheng Dongmei Zhang CoGe NAI 76 73 0 18 Jun 2020
Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning Borja G. Leon Murray Shanahan Francesco Belardinelli NAI AI4CE 90 29 0 12 Jun 2020
Zero-Shot Compositional Policy Learning via Language Grounding Tianshi Cao Jingkang Wang Yining Zhang S. Manivasagam LM&Ro 62 2 0 15 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 418 1,998 0 11 Apr 2020
Revisit Systematic Generalization via Meaningful Learning Ning Shi Wei Ping Wei Wang Xiangyu Liu Zhouhan Lin 69 2 0 14 Mar 2020
Learning Compositional Rules via Neural Program Synthesis Maxwell Nye Armando Solar-Lezama J. Tenenbaum Brenden M. Lake NAI LRM 83 119 0 12 Mar 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding Laura Ruis Jacob Andreas Marco Baroni Diane Bouchacourt Brenden M. Lake 109 145 0 11 Mar 2020
Compositional Neural Machine Translation by Removing the Lexicon from Syntax Tristan Thrush 38 4 0 06 Feb 2020
BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication) Marek Rosa O. Afanasjeva Simon Andersson Joseph Davidson N. Guttenberg Petr Hlubucek Martin Poliak Jaroslav Vítků Jan Feyereisl 77 10 0 03 Dec 2019
Learning to Learn Words from Visual Scenes Dídac Surís Dave Epstein Heng Ji Shih-Fu Chang Carl Vondrick VLM CLIP SSL OffRL 59 4 0 25 Nov 2019
Capacity, Bandwidth, and Compositionality in Emergent Language Learning Cinjon Resnick Abhinav Gupta Jakob N. Foerster Andrew M. Dai Kyunghyun Cho 71 50 0 24 Oct 2019
Environmental drivers of systematicity and generalization in a situated agent Felix Hill Andrew Kyle Lampinen R. Schneider S. Clark M. Botvinick James L. McClelland Adam Santoro OOD 136 107 0 01 Oct 2019
Mutual exclusivity as a challenge for deep neural networks Kanishk Gandhi Brenden M. Lake 91 14 0 24 Jun 2019
People infer recursive visual concepts from just a few examples Brenden M. Lake Steven T Piantadosi BDL DRL 64 41 0 17 Apr 2019