Understanding Memory Modules on Learning Simple Algorithms

Understanding Memory Modules on Learning Simple Algorithms

1 July 2019

Kexin Wang

Papers citing "Understanding Memory Modules on Learning Simple Algorithms"

16 / 16 papers shown

Title
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Reza Ghaeini Xiaoli Z. Fern Prasad Tadepalli MILM 58 97 0 12 Aug 2018
State Gradients for RNN Memory Analysis Lyan Verwimp Hugo Van hamme Vincent Renkens P. Wambacq 33 6 0 11 May 2018
Understanding Recurrent Neural State Using Memory Signatures Skanda Koppula K. Sim K. K. Chin 104 2 0 11 Feb 2018
Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure Dieuwke Hupkes Sara Veldhoen Willem H. Zuidema 67 277 0 28 Nov 2017
Explaining Recurrent Neural Network Predictions in Sentiment Analysis L. Arras G. Montavon K. Müller Wojciech Samek FAtt 50 354 0 22 Jun 2017
Techniques for visualizing LSTMs applied to electrocardiograms J. Westhuizen Joan Lasenby AI4TS 34 5 0 23 May 2017
Memory Augmented Neural Networks with Wormhole Connections Çağlar Gülçehre A. Chandar Yoshua Bengio 73 63 0 30 Jan 2017
Understanding Neural Networks through Representation Erasure Jiwei Li Will Monroe Dan Jurafsky AAML MILM 86 564 0 24 Dec 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes Jack W. Rae Jonathan J. Hunt Tim Harley Ivo Danihelka A. Senior Greg Wayne Alex Graves Timothy Lillicrap 52 158 0 27 Oct 2016
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 247 133 0 14 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 106 64 0 30 Jun 2016
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 80 297 0 08 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 111 1,100 0 05 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 75 707 0 02 Jun 2015
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets Armand Joulin Tomas Mikolov TPM 130 411 0 03 Mar 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 95 2,325 0 20 Oct 2014