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Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 792 papers shown

Title
An online sequence-to-sequence model for noisy speech recognition Chung-Cheng Chiu Dieterich Lawson Yuping Luo George Tucker Kevin Swersky Ilya Sutskever Navdeep Jaitly 57 7 0 16 Jun 2017
A Frame Tracking Model for Memory-Enhanced Dialogue Systems Hannes Schulz Jeremie Zumer Layla El Asri Shikhar Sharma 81 23 0 06 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 191 1,617 0 05 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 122 382 0 31 May 2017
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 102 77 0 24 May 2017
Question-Answering with Grammatically-Interpretable Representations Hamid Palangi P. Smolensky Xiaodong He Li Deng 82 54 0 23 May 2017
An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting F. Bianchi E. Maiorino Michael C. Kampffmeyer A. Rizzi Robert Jenssen AI4TS 109 218 0 11 May 2017
Flexible and Creative Chinese Poetry Generation Using Neural Memory Jiyuan Zhang Yang Feng Dong Wang Yang Wang Andrew Abel Shiyue Zhang Andi Zhang 93 74 0 10 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 122 545 0 10 May 2017
Sequential Dialogue Context Modeling for Spoken Language Understanding Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 88 54 0 08 May 2017
Dataflow Matrix Machines as a Model of Computations with Linear Streams M. Bukatin J. Anthony 16 1 0 03 May 2017
A Hybrid Architecture for Multi-Party Conversational Systems Maira Gatti de Bayser Paulo Cavalin Renan Souza Alan Braz Heloisa Candello Claudio S. Pinhanez Jean-Pierre Briot LLMAG 50 18 0 03 May 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks Rajarshi Das Manzil Zaheer Siva Reddy Andrew McCallum 136 140 0 27 Apr 2017
Topically Driven Neural Language Model Jey Han Lau Timothy Baldwin Trevor Cohn BDL 83 66 0 26 Apr 2017
Attend to You: Personalized Image Captioning with Context Sequence Memory Networks C. C. Park Byeongchang Kim Gunhee Kim 76 173 0 21 Apr 2017
Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads Ji He Mari Ostendorf Xiaodong He OffRL LRM 45 10 0 20 Apr 2017
Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions Amir Mazaheri Dong Zhang M. Shah 56 12 0 15 Apr 2017
Pay Attention to Those Sets! Learning Quantification from Images Ionut-Teodor Sorodoc Sandro Pezzelle Aurélie Herbelot Mariella Dimiccoli Raffaella Bernardi 37 0 0 10 Apr 2017
An Empirical Evaluation of Visual Question Answering for Novel Objects Santhosh Kumar Ramakrishnan Ambar Pal Gaurav Sharma Anurag Mittal OOD 98 32 0 08 Apr 2017
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory Hao Zhou Minlie Huang Tianyang Zhang Xiaoyan Zhu Bing-Qian Liu 147 740 0 04 Apr 2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks Tanmay Gupta Kevin J. Shih Saurabh Singh Derek Hoiem 110 26 0 02 Apr 2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Layla El Asri Hannes Schulz Shikhar Sharma Jeremie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman 181 271 0 31 Mar 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 123 2,020 0 31 Mar 2017
Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs Yagmur Gizem Cinar Hamid Mirisaee Parantapa Goswami Éric Gaussier Ali Aït-Bachir V. Strijov AIMat AI4TS 56 74 0 29 Mar 2017
A practical approach to dialogue response generation in closed domains Y. Lu Phillip Keung Shaonan Zhang Jason Sun Vikas Bhardwaj 70 16 0 28 Mar 2017
Learning Simpler Language Models with the Differential State Framework Alexander Ororbia Tomas Mikolov David Reitter AI4TS 58 65 0 26 Mar 2017
Tree Memory Networks for Modelling Long-term Temporal Dependencies Tharindu Fernando Simon Denman A. Mcfadyen Sridha Sridharan Clinton Fookes 89 54 0 12 Mar 2017
Ask Me Even More: Dynamic Memory Tensor Networks (Extended Model) Govardana Sachithanandam Ramachandran Ajay Sohmshetty AIMat 33 1 0 11 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 172 793 0 09 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 144 366 0 09 Mar 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 111 37 0 07 Mar 2017
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks Min-Je Choi S. Jeong Hakjoo Oh Jaegul Choo 82 65 0 07 Mar 2017
Learning Deep Matrix Representations Kien Do T. Tran Svetha Venkatesh GNN 51 5 0 04 Mar 2017
Meta Networks Tsendsuren Munkhdalai Hong-ye Yu GNN AI4CE 117 1,072 0 02 Mar 2017
Differentiable Learning of Logical Rules for Knowledge Base Reasoning Fan Yang Zhilin Yang William W. Cohen 111 31 0 27 Feb 2017
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies R. DiPietro Christian Rupprecht Nassir Navab Gregory Hager 44 26 0 24 Feb 2017
Activation Ensembles for Deep Neural Networks Mark Harmon Diego Klabjan 179 35 0 24 Feb 2017
Generative Temporal Models with Memory Mevlana Gemici Chia-Chun Hung Adam Santoro Greg Wayne S. Mohamed Danilo Jimenez Rezende David Amos Timothy Lillicrap 72 57 0 15 Feb 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 111 112 0 15 Feb 2017
Survey of reasoning using Neural networks Amit Sahu LRM 25 2 0 14 Feb 2017
Iterative Multi-document Neural Attention for Multiple Answer Prediction Claudio Greco Alessandro Suglia Pierpaolo Basile Gaetano Rossiello Giovanni Semeraro 42 3 0 08 Feb 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 123 573 0 07 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 148 463 0 03 Feb 2017
Memory Augmented Neural Networks with Wormhole Connections Çağlar Gülçehre A. Chandar Yoshua Bengio 102 63 0 30 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 346 1,549 0 25 Jan 2017
Reasoning in Non-Probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples Tarek R. Besold Artur Garcez K. Stenning Leendert van der Torre M. Lambalgen NAI 62 21 0 18 Jan 2017
Long Timescale Credit Assignment in NeuralNetworks with External Memory Steven Hansen 23 0 0 14 Jan 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 353 1,900 0 10 Jan 2017
Here's My Point: Joint Pointer Architecture for Argument Mining P. Potash Alexey Romanov Anna Rumshisky 36 3 0 28 Dec 2016
Understanding Neural Networks through Representation Erasure Jiwei Li Will Monroe Dan Jurafsky AAML MILM 141 569 0 24 Dec 2016