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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"

50 / 79 papers shown

Title
Open Domain Event Extraction Using Neural Latent Variable Models Xiao Liu Heyan Huang Yue Zhang BDL DRL 44 57 0 17 Jun 2019
Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction Mingming Sun Xu Li Xin Wang M. Fan Yue Feng Ping Li 71 56 0 29 Apr 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 74 299 0 17 Apr 2019
CEDR: Contextualized Embeddings for Document Ranking Sean MacAvaney Andrew Yates Arman Cohan Nazli Goharian 59 335 0 15 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 80 224 0 04 Apr 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 124 495 0 05 Feb 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 257 3,745 0 09 Jan 2019
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 103 777 0 06 Oct 2018
Controllable Neural Story Plot Generation via Reward Shaping Pradyumna Tambwekar Murtaza Dhuliawala Lara J. Martin Animesh Mehta Brent Harrison Mark O. Riedl 77 88 0 27 Sep 2018
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection Wei Wang Taro Watanabe Macduff Hughes Tetsuji Nakagawa Ciprian Chelba 77 91 0 31 Aug 2018
Universal Dependency Parsing with a General Transition-Based DAG Parser Daniel Hershcovich Omri Abend A. Rappoport 32 9 0 28 Aug 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 241 580 0 02 May 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 42 41 0 25 Apr 2018
Parsing Tweets into Universal Dependencies Yijia Liu Yi Zhu Wanxiang Che Bing Qin Nathan Schneider Noah A. Smith 61 74 0 23 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,196 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations Gino Brunner Yuyi Wang Roger Wattenhofer Michael Weigelt 43 11 0 18 Jan 2018
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 67 198 0 10 Dec 2017
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 67 310 0 05 Dec 2017
Long Text Generation via Adversarial Training with Leaked Information Jiaxian Guo Sidi Lu Han Cai Weinan Zhang Yong Yu Jun Wang GAN 76 498 0 24 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 75 2,835 0 09 Aug 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 375 1,225 0 12 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 189 1,615 0 05 Jun 2017
Event Representations for Automated Story Generation with Deep Neural Nets Lara J. Martin Prithviraj Ammanabrolu Xinyu Wang William Hancock Shruti Singh Brent Harrison Mark O. Riedl NAI 90 224 0 05 Jun 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 64 333 0 31 May 2017
A Survey of Neuromorphic Computing and Neural Networks in Hardware Catherine D. Schuman T. Potok Robert M. Patton J. Birdwell Mark E. Dean Garrett S. Rose J. Plank 114 697 0 19 May 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 206 1,559 0 11 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,494 0 18 Apr 2017
What do Neural Machine Translation Models Learn about Morphology? Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass 103 415 0 11 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 124 820 0 29 Mar 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 63 519 0 11 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 168 990 0 02 Mar 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 100 112 0 15 Feb 2017
Neural Semantic Parsing over Multiple Knowledge-bases Jonathan Herzig Jonathan Berant 53 57 0 06 Feb 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 330 1,900 0 10 Jan 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 130 1,454 0 06 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 109 1,890 0 02 Dec 2016
Hierarchical Boundary-Aware Neural Encoder for Video Captioning Lorenzo Baraldi C. Grana Rita Cucchiara 57 192 0 28 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 911 6,796 0 26 Sep 2016
Deep Learning for Video Classification and Captioning Zuxuan Wu Ting Yao Yanwei Fu Yu-Gang Jiang 3DV VLM 51 124 0 22 Sep 2016
Incremental Parsing with Minimal Features Using Bi-Directional LSTM James Cross Liang Huang 77 86 0 21 Jun 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 157 1,107 0 19 May 2016
Globally Normalized Transition-Based Neural Networks D. Andor Chris Alberti David J. Weiss Aliaksei Severyn Alessandro Presta Kuzman Ganchev Slav Petrov Michael Collins 82 568 0 19 Mar 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 174 1,662 0 12 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 226 4,016 0 04 Mar 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 91 527 0 25 Feb 2016
Text Matching as Image Recognition Liang Pang Yanyan Lan Jiafeng Guo Jun Xu Shengxian Wan Xueqi Cheng 77 558 0 20 Feb 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 104 1,620 0 20 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas L. Yao C. Pal Aaron Courville MDE 90 701 0 19 Nov 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 64 284 0 17 Nov 2015