Language Modeling with Gated Convolutional Networks

23 December 2016

Angela Fan

Papers citing "Language Modeling with Gated Convolutional Networks"

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Title
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 42 4,724 0 04 Mar 2018
On the Power of Over-parametrization in Neural Networks with Quadratic Activation S. Du J. Lee 27 267 0 03 Mar 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 29 567 0 15 Feb 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 87 1,759 0 13 Feb 2018
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples Felix Kreuk A. Barak Shir Aviv-Reuven Moran Baruch Benny Pinkas Joseph Keshet AAML 24 117 0 13 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 45 144 0 31 Jan 2018
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering Hongzhi Zhang Guandong Xu Xiao Liang Tinglei Huang Kun Fu KELM 37 13 0 30 Jan 2018
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction Shamil Chollampatt Hwee Tou Ng KELM 29 221 0 26 Jan 2018
Visual Text Correction Amir Mazaheri M. Shah 52 11 0 06 Jan 2018
A Gap-Based Framework for Chinese Word Segmentation via Very Deep Convolutional Networks Zhiqing Sun Gehui Shen Zhihong Deng 30 7 0 27 Dec 2017
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 32 72 0 22 Dec 2017
Sockeye: A Toolkit for Neural Machine Translation Felix Hieber Tobias Domhan Michael J. Denkowski David Vilar Artem Sokolov Ann Clifton Matt Post 13 215 0 15 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 52 1,309 0 13 Dec 2017
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 33 308 0 05 Dec 2017
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima S. Du J. Lee Yuandong Tian Barnabás Póczós Aarti Singh MLT 32 235 0 03 Dec 2017
Highrisk Prediction from Electronic Medical Records via Deep Attention Networks You Jin Kim Yun-Geun Lee Jeong-Whun Kim Jin Joo Park Borim Ryu Jung-Woo Ha 38 21 0 30 Nov 2017
Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks Takuhiro Kaneko Hirokazu Kameoka 24 202 0 30 Nov 2017
Slim Embedding Layers for Recurrent Neural Language Models Zhongliang Li Raymond Kulhanek Shaojun Wang Yunxin Zhao Shuang Wu KELM 27 23 0 27 Nov 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 36 626 0 26 Nov 2017
Visual Question Answering as a Meta Learning Task Damien Teney Anton Van Den Hengel OOD 42 42 0 22 Nov 2017
Residual Gated Graph ConvNets Xavier Bresson T. Laurent GNN 36 463 0 20 Nov 2017
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 36 306 0 14 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation Chunqi Wang Bo Xu 30 46 0 13 Nov 2017
Fast Reading Comprehension with ConvNets Felix Wu Ni Lao John Blitzer Guandao Yang Kilian Q. Weinberger AIMat 22 16 0 12 Nov 2017
Unsupervised Document Embedding With CNNs Chundi Liu Shunan Zhao M. Volkovs SSL 19 2 0 11 Nov 2017
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 30 624 0 01 Nov 2017
Fixing a Broken ELBO Alexander A. Alemi Ben Poole Ian S. Fischer Joshua V. Dillon Rif A. Saurous Kevin Patrick Murphy DRL BDL 39 80 0 01 Nov 2017
Malware Detection by Eating a Whole EXE Edward Raff Jon Barker Jared Sylvester Robert Brandon Bryan Catanzaro Charles K. Nicholas 32 538 0 25 Oct 2017
Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention Hideyuki Tachibana Katsuya Uenoyama Shunsuke Aihara 33 265 0 24 Oct 2017
Convolutional Neural Knowledge Graph Learning Feipeng Zhao Martin Renqiang Min Chen Shen Amit Chakraborty GNN 24 3 0 23 Oct 2017
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning Ming-Yu Liu Kainan Peng Andrew Gibiansky Sercan Ö. Arik Ajay Kannan Sharan Narang Jonathan Raiman John Miller 24 303 0 20 Oct 2017
Searching for Activation Functions Prajit Ramachandran Barret Zoph Quoc V. Le 27 599 0 16 Oct 2017
Large-scale weakly supervised audio classification using gated convolutional neural network Yong-mei Xu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 31 232 0 01 Oct 2017
Learning Context-Sensitive Convolutional Filters for Text Processing Dinghan Shen Martin Renqiang Min Yitong Li Lawrence Carin 32 11 0 25 Sep 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 21 38 0 19 Sep 2017
When is a Convolutional Filter Easy To Learn? S. Du J. Lee Yuandong Tian MLT 15 130 0 18 Sep 2017
Reading Scene Text with Attention Convolutional Sequence Modeling Yunze Gao Yingying Chen Jinqiao Wang Hanqing Lu 17 63 0 13 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 44 271 0 08 Sep 2017
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse Sosuke Kobayashi Naoaki Okazaki Kentaro Inui KELM 36 14 0 06 Sep 2017
Surrey-cvssp system for DCASE2017 challenge task4 Yong-mei Xu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 21 37 0 02 Sep 2017
Deconvolutional Paragraph Representation Learning Yizhe Zhang Dinghan Shen Guoyin Wang Zhe Gan Ricardo Henao Lawrence Carin SSL AI4TS 17 76 0 16 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 35 141 0 15 Aug 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 50 380 0 09 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 34 4,182 0 25 Jul 2017
Language modeling with Neural trans-dimensional random fields Bin Wang Zhijian Ou 26 15 0 23 Jul 2017
SAM: Semantic Attribute Modulation for Language Modeling and Style Variation Wenbo Hu Lifeng Hua Lei Li Hang Su Tian Wang Ning Chen Bo-Wen Zhang 24 0 0 01 Jul 2017
Learnable pooling with Context Gating for video classification Antoine Miech Ivan Laptev Josef Sivic 23 327 0 21 Jun 2017
Towards Neural Phrase-based Machine Translation Po-Sen Huang Chong-Jun Wang Sitao Huang Dengyong Zhou Li Deng 30 3 0 17 Jun 2017