Learning Compositional Rules via Neural Program Synthesis

Learning Compositional Rules via Neural Program Synthesis

12 March 2020

Armando Solar-Lezama

Brenden M. Lake

Papers citing "Learning Compositional Rules via Neural Program Synthesis"

19 / 19 papers shown

Title
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 71 0 0 02 Oct 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 96 1 0 02 Feb 2024
A Benchmark for Systematic Generalization in Grounded Language Understanding Laura Ruis Jacob Andreas Marco Baroni Diane Bouchacourt Brenden M. Lake 51 143 0 11 Mar 2020
Compositional generalization through meta sequence-to-sequence learning Brenden M. Lake CoGe 80 199 0 12 Jun 2019
Write, Execute, Assess: Program Synthesis with a REPL Kevin Ellis Maxwell Nye Yewen Pu Felix Sosa J. Tenenbaum Armando Solar-Lezama 75 166 0 09 Jun 2019
Learning to Prove Theorems via Interacting with Proof Assistants Kaiyu Yang Jia Deng AIMat LRM 96 144 0 21 May 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 60 103 0 22 Apr 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 64 234 0 21 Apr 2019
Learning to Infer Program Sketches Maxwell Nye Luke B. Hewitt J. Tenenbaum Armando Solar-Lezama NAI 87 113 0 17 Feb 2019
Human few-shot learning of compositional instructions Brenden M. Lake Tal Linzen Marco Baroni 61 112 0 14 Jan 2019
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar Lior Wolf 69 78 0 12 Sep 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks J. Loula Marco Baroni Brenden M. Lake KELM CoGe 42 131 0 19 Jul 2018
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 119 1,040 0 02 Jan 2018
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 72 390 0 21 Mar 2017
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 78 572 0 07 Nov 2016
Inference Compilation and Universal Probabilistic Programming T. Le A. G. Baydin Frank Wood UQCV 177 143 0 31 Oct 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 362 7,955 0 17 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,325 0 20 Oct 2014