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Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 792 papers shown

Title
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 99 302 0 28 Feb 2019
Superposition of many models into one Brian Cheung A. Terekhov Yubei Chen Pulkit Agrawal Bruno A. Olshausen MoMe 87 116 0 14 Feb 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution Fei Liu Luke Zettlemoyer Jacob Eisenstein 88 17 0 05 Feb 2019
Insertion-based Decoding with automatically Inferred Generation Order Jiatao Gu Qi Liu Kyunghyun Cho 93 109 0 04 Feb 2019
State-Regularized Recurrent Neural Networks Cheng Wang Mathias Niepert 72 40 0 25 Jan 2019
Large-scale Collaborative Filtering with Product Embeddings Thom Lake Sinead Williamson Alexander T. Hawk Christopher C. Johnson Benjamin Wing 42 10 0 11 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 275 3,756 0 09 Jan 2019
Multi-turn Inference Matching Network for Natural Language Inference Chunhua Liu Shan Jiang Hainan Yu Dong Yu 41 9 0 08 Jan 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering Victor Zhong Caiming Xiong N. Keskar R. Socher 90 63 0 03 Jan 2019
Partially Non-Recurrent Controllers for Memory-Augmented Neural Networks Naoya Taguchi Yoshimasa Tsuruoka 50 1 0 30 Dec 2018
Quantized-Dialog Language Model for Goal-Oriented Conversational Systems R. Chulaka Gunasekara D. Nahamoo L. Polymenakos Jatin Ganhotra Kshitij P. Fadnis 60 7 0 26 Dec 2018
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision Sorin Grigorescu GAN VLM 57 13 0 19 Dec 2018
Attend, Copy, Parse -- End-to-end information extraction from documents Rasmus Berg Palm Florian Laws Ole Winther 60 58 0 18 Dec 2018
On Attention Modules for Audio-Visual Synchronization Naji Khosravan Shervin Ardeshir R. Puri 65 21 0 14 Dec 2018
Evaluating Architectural Choices for Deep Learning Approaches for Question Answering over Knowledge Bases Sherzod Hakimov Soufian Jebbara Philipp Cimiano 25 2 0 06 Dec 2018
Continual Learning Augmented Investment Decisions Daniel Philps Tillman Weyde Artur Garcez R. Batchelor 64 11 0 06 Dec 2018
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models Ziad Al-Halah Andreas M. Lehrmann Leonid Sigal 113 0 0 01 Dec 2018
Learning to Reason with Third-Order Tensor Products Imanol Schlag Jürgen Schmidhuber NAI 71 64 0 29 Nov 2018
Sense Perception Common Sense Relationships Ndapandula Nakashole 13 0 0 17 Nov 2018
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks Jing Shi Jiaming Xu Yiqun Yao Bo Xu 73 24 0 15 Nov 2018
Reasoning over RDF Knowledge Bases using Deep Learning Monireh Ebrahimi Md Kamruzzaman Sarker Federico Bianchi Ning Xie Derek Doran Pascal Hitzler ReLM LRM 56 16 0 09 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 86 185 0 02 Nov 2018
Tackling Sequence to Sequence Mapping Problems with Neural Networks Lei Yu AIMat 37 3 0 25 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
Neural Entity Reasoner for Global Consistency in NER Xiaoxiao Yin Daqi Zheng Zhengdong Lu Ruifang Liu NAI LRM 51 8 0 30 Sep 2018
Learning to Remember, Forget and Ignore using Attention Control in Memory T. S. Jayram Younes Bouhadjar Ryan L. McAvoy Tomasz Kornuta Alexis Asseman K. Rocki A. Ozcan CLL 26 5 0 28 Sep 2018
Using Multi-task and Transfer Learning to Solve Working Memory Tasks T. S. Jayram Tomasz Kornuta Ryan L. McAvoy A. Ozcan RALM 23 0 0 28 Sep 2018
Quantum Statistics-Inspired Neural Attention Aristotelis Charalampous S. Chatzis 33 0 0 17 Sep 2018
Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network Xi Sheryl Zhang Jingyuan Chou Fei Wang 56 15 0 17 Sep 2018
Dual Memory Network Model for Biased Product Review Classification Yunfei Long Mingyu Derek Ma Q. Lu Rong Xiang Chu-Ren Huang 54 13 0 16 Sep 2018
Chinese Poetry Generation with a Working Memory Model Xiaoyuan Yi Maosong Sun Ruoyu Li Zonghan Yang 79 47 0 12 Sep 2018
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 59 131 0 11 Sep 2018
A Memory-Network Based Solution for Multivariate Time-Series Forecasting Yen-Yu Chang Fan-Yun Sun Yueh-hua Wu Shou-De Lin AI4TS 69 70 0 06 Sep 2018
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun GNN 100 263 0 06 Sep 2018
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach 77 165 0 06 Sep 2018
Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling Shang-Yu Su Pei-Chieh Yuan Yun-Nung Chen 48 7 0 05 Sep 2018
t-Exponential Memory Networks for Question-Answering Machines Kyriakos Tolias S. Chatzis BDL 27 5 0 04 Sep 2018
Towards security defect prediction with AI Carson D. Sestili William Snavely Nathan M. VanHoudnos 52 47 0 29 Aug 2018
Evaluating Theory of Mind in Question Answering Aida Nematzadeh Kaylee Burns Erin Grant Alison Gopnik Thomas Griffiths 72 93 0 28 Aug 2018
Learning End-to-End Goal-Oriented Dialog with Multiple Answers Janarthanan Rajendran Jatin Ganhotra Satinder Singh L. Polymenakos 56 37 0 24 Aug 2018
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 114 85 0 24 Aug 2018
Learning Sentiment Memories for Sentiment Modification without Parallel Data Yanzhe Zhang Jingjing Xu Pengcheng Yang Xu Sun SSL 61 58 0 22 Aug 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 62 146 0 14 Aug 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 100 18 0 11 Aug 2018
Character-Level Language Modeling with Deeper Self-Attention Rami Al-Rfou Dokook Choe Noah Constant Mandy Guo Llion Jones 159 393 0 09 Aug 2018
Visual Reasoning with Multi-hop Feature Modulation Florian Strub Mathieu Seurin Ethan Perez H. D. Vries Jérémie Mary Philippe Preux Aaron Courville Olivier Pietquin 88 26 0 03 Aug 2018
Neural Arithmetic Logic Units Andrew Trask Felix Hill Scott E. Reed Jack W. Rae Chris Dyer Phil Blunsom NAI 91 206 0 01 Aug 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 104 117 0 21 Jul 2018
Chinese Poetry Generation with Flexible Styles Jiyuan Zhang Dong Wang 23 0 0 17 Jul 2018
Contextual Memory Trees Wen Sun A. Beygelzimer Hal Daumé John Langford Paul Mineiro 59 9 0 17 Jul 2018