A Lightweight Recurrent Network for Sequence Modeling

30 May 2019

Papers citing "A Lightweight Recurrent Network for Sequence Modeling"

30 / 30 papers shown

Title
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks Biao Zhang Deyi Xiong Jinsong Su Qian Lin Huiji Zhang 39 12 0 30 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Rational Recurrences Hao Peng Roy Schwartz Sam Thomson Noah A. Smith AI4CE 44 39 0 28 Aug 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 47 217 0 29 May 2018
Accelerating Neural Transformer via an Average Attention Network Biao Zhang Deyi Xiong Jinsong Su 55 120 0 02 May 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation Mengzhao Chen Orhan Firat Ankur Bapna Melvin Johnson Wolfgang Macherey ... Niki Parmar M. Schuster Zhifeng Chen Yonghui Wu Macduff Hughes AIMat 52 457 0 26 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 139 11,520 0 15 Feb 2018
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model Zhilin Yang Zihang Dai Ruslan Salakhutdinov William W. Cohen BDL 49 367 0 10 Nov 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 69 271 0 08 Sep 2017
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 182 1,594 0 23 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 514 129,831 0 12 Jun 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 72 137 0 25 May 2017
Recurrent Additive Networks Kenton Lee Omer Levy Luke Zettlemoyer GNN AI4CE 41 38 0 21 May 2017
Factorization tricks for LSTM networks Oleksii Kuchaiev Boris Ginsburg 48 113 0 31 Mar 2017
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 105 441 0 05 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 830 6,768 0 26 Sep 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 213 2,814 0 26 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 300 10,412 0 21 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 180 8,067 0 16 Jun 2016
Optimizing Performance of Recurrent Neural Networks on GPUs J. Appleyard Tomás Kociský Phil Blunsom 39 92 0 07 Apr 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 209 4,006 0 04 Mar 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 49 60 0 06 Feb 2016
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 46 761 0 22 Sep 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 215 6,077 0 04 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 174 7,683 0 31 Aug 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 245 4,268 0 21 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 716 23,235 0 03 Jun 2014
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 117 6,619 0 22 Dec 2012
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 159 5,318 0 21 Nov 2012