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A Survey of the Usages of Deep Learning in Natural Language Processing

27 July 2018

Papers citing "A Survey of the Usages of Deep Learning in Natural Language Processing"

29 / 79 papers shown

Title
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Leilei Gan Yueting Zhuang 43 385 0 11 Nov 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 114 1,884 0 07 Nov 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 90 560 0 26 Oct 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,702 0 02 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 228 7,757 0 31 Aug 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 107 1,669 0 26 Aug 2015
Aligning where to see and what to tell: image caption with region-based attention and scene factorization Junqi Jin Kun Fu Runpeng Cui Fei Sha Changshui Zhang 72 117 0 20 Jun 2015
Structured Training for Neural Network Transition-Based Parsing David J. Weiss Chris Alberti Michael Collins Slav Petrov 54 232 0 19 Jun 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li Minh-Thang Luong Dan Jurafsky BDL 103 605 0 02 Jun 2015
Exploring Nearest Neighbor Approaches for Image Captioning Jacob Devlin Saurabh Gupta Ross B. Girshick Margaret Mitchell C. L. Zitnick 177 195 0 17 May 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 76 1,340 0 11 Mar 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 142 3,122 0 28 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 348 10,079 0 10 Feb 2015
Translating Videos to Natural Language Using Deep Recurrent Neural Networks Subhashini Venugopalan Huijuan Xu Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko 140 952 0 15 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,741 0 11 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 144 5,591 0 07 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 258 6,035 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 165 6,056 0 17 Nov 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 150 2,778 0 08 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 259 6,786 0 03 Sep 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 88 253 0 16 May 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 259 9,247 0 16 May 2014
One weird trick for parallelizing convolutional neural networks A. Krizhevsky GNN 93 1,303 0 23 Apr 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 106 3,559 0 08 Apr 2014
Network In Network Min Lin Qiang Chen Shuicheng Yan 294 6,284 0 16 Dec 2013
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 190 1,109 0 11 Dec 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,526 0 22 Mar 2013
A Semantic Matching Energy Function for Learning with Multi-relational Data Xavier Glorot Antoine Bordes Jason Weston Yoshua Bengio 101 694 0 15 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011