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Neural Machine Translation by Jointly Learning to Align and Translate
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2015
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Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
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18
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+
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Neural Machine Translation of Rare Words with Subword Units
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2016
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Rico Sennrich
Barry Haddow
Alexandra Birch
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12
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+
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Sequence to Sequence Learning with Neural Networks
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2014
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Ilya Sutskever
Oriol Vinyals
Quoc V. Le
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9
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Addressing the Rare Word Problem in Neural Machine Translation
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2015
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Thang Luong
Ilya Sutskever
Quoc V. Le
Oriol Vinyals
Wojciech Zaremba
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8
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Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
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2016
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Yonghui Wu
Mike Schuster
Zhifeng Chen
Quoc V. Le
Mohammad Norouzi
Wolfgang Macherey
Maxim Krikun
Yuan Cao
Qin Gao
Klaus Macherey
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8
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+
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Sequence to Sequence Learning with Neural Networks
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2014
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Ilya Sutskever
Oriol Vinyals
Quoc V. Le
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7
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On Using Very Large Target Vocabulary for Neural Machine Translation
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2015
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SĂ©bastien Jean
Kyunghyun Cho
Roland Memisevic
Yoshua Bengio
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7
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+
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Learning Phrase Representations using RNN EncoderâDecoder for Statistical Machine Translation
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2014
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Kyunghyun Cho
Bart van Merriënboer
Ăaǧlar GĂŒlçehre
Dzmitry Bahdanau
Fethi Bougares
Holger Schwenk
Yoshua Bengio
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7
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Neural Machine Translation by Jointly Learning to Align and Translate
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2014
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Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
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7
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+
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Effective Approaches to Attention-based Neural Machine Translation
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2015
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Thang Luong
Hieu Pham
Christopher D. Manning
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6
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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6
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On Using Monolingual Corpora in Neural Machine Translation
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2015
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Ăaǧlar GĂŒlçehre
Orhan Fırat
Kelvin Xu
Kyunghyun Cho
LoĂŻc Barrault
Huei-Chi Lin
Fethi Bougares
Holger Schwenk
Yoshua Bengio
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5
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Convolutional Sequence to Sequence Learning
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2017
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Jonas Gehring
Michael Auli
David Grangier
Denis Yarats
Yann Dauphin
|
5
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Understanding Back-Translation at Scale
|
2018
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Sergey Edunov
Myle Ott
Michael Auli
David Grangier
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5
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Attention Is All You Need
|
2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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5
|
+
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Minimum Risk Training for Neural Machine Translation
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2016
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Shiqi Shen
Yong Cheng
Zhongjun He
Wei He
Hua Wu
Maosong Sun
Yang Liu
|
5
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+
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Improving Neural Machine Translation Models with Monolingual Data
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2016
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Rico Sennrich
Barry Haddow
Alexandra Birch
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5
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+
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On Adversarial Examples for Character-Level Neural Machine Translation
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2018
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Javid Ebrahimi
Daniel Lowd
Dejing Dou
|
4
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+
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Data Augmentation for Low-Resource Neural Machine Translation
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2017
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Marzieh Fadaee
Arianna Bisazza
Christof Monz
|
4
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+
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Dual Learning for Machine Translation
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2016
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Di He
Yingce Xia
Tao Qin
Liwei Wang
Nenghai Yu
TieâYan Liu
WeiâYing Ma
|
4
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+
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Semi-Supervised Learning for Neural Machine Translation
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2016
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Yong Cheng
Wei Xu
Zhongjun He
Wei He
Hua Wu
Maosong Sun
Yang Liu
|
4
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+
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SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
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2018
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Xinyi Wang
Hieu Pham
Zihang Dai
Graham Neubig
|
4
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+
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Sequence Level Training with Recurrent Neural Networks
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2015
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MarcâAurelio Ranzato
Sumit Chopra
Michael Auli
Wojciech Zaremba
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4
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+
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Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation
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2019
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Vladimir Karpukhin
Omer Levy
Jacob Eisenstein
Marjan Ghazvininejad
|
4
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Robust Neural Machine Translation with Doubly Adversarial Inputs
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2019
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Yong Cheng
Lu Jiang
Wolfgang Macherey
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4
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Synthetic and Natural Noise Both Break Neural Machine Translation
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2017
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Yonatan Belinkov
Yonatan Bisk
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4
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Distributional Smoothing with Virtual Adversarial Training
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2016
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Takeru Miyato
Shinâichi Maeda
Masanori Koyama
Ken Nakae
Shin Ishii
|
4
|
+
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Contrastive Unsupervised Word Alignment with Non-Local Features
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2015
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Yang Liu
Maosong Sun
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4
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+
PDF
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Towards Robust Neural Machine Translation
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2018
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Yong Cheng
Zhaopeng Tu
Fandong Meng
Junjie Zhai
Yang Liu
|
4
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+
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Effective Approaches to Attention-based Neural Machine Translation
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2015
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Minh-Thang Luong
Hieu Pham
Christopher D. Manning
|
3
|
+
PDF
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Googleâs Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
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2017
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Melvin Johnson
Mike Schuster
Quoc V. Le
Maxim Krikun
Yonghui Wu
Zhifeng Chen
Nikhil Thorat
Fernanda Viégas
Martin Wattenberg
Greg S. Corrado
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3
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Improving Neural Machine Translation Models with Monolingual Data
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2015
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Rico Sennrich
Barry Haddow
Alexandra Birch
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3
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+
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Adam: A Method for Stochastic Optimization
|
2014
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Diederik P. Kingma
Jimmy Ba
|
3
|
+
PDF
Chat
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Adversarial Learning for Neural Dialogue Generation
|
2017
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Jiwei Li
Will Monroe
Tianlin Shi
SĂ©bastien Jean
Alan Ritter
Dan Jurafsky
|
3
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+
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mixup: Beyond Empirical Risk Minimization
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2017
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Hongyi Zhang
Moustapha Cissé
Yann Dauphin
David LĂłpez-Paz
|
3
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Improving neural networks by preventing co-adaptation of feature detectors
|
2012
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Geoffrey E. Hinton
Nitish Srivastava
Alex Krizhevsky
Ilya Sutskever
Ruslan Salakhutdinov
|
3
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+
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Modeling Coverage for Neural Machine Translation
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2016
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Zhaopeng Tu
Zhengdong Lu
Yang Liu
Xiaohua Liu
Hang Li
|
2
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+
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Semi-Supervised Learning with Deep Generative Models
|
2014
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Diederik P. Kingma
Danilo Jimenez Rezende
Shakir Mohamed
Max Welling
|
2
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+
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Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
|
2019
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Jonathan Shen
Patrick Nguyen
Yonghui Wu
Zhifeng Chen
Mia Xu Chen
Jia Ye
Anjuli Kannan
Tara N. Sainath
Yuan Cao
ChungâCheng Chiu
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2
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Neural Headline Generation with Minimum Risk Training
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2016
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Ayana Ayana
Shiqi Shen
Zhiyuan Liu
Maosong Sun
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2
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+
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Transfer Learning for Low-Resource Neural Machine Translation
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2016
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Barret Zoph
Deniz YĂŒret
Jonathan May
Kevin Knight
|
2
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+
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Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
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2018
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Zhen Yang
Wei Chen
Feng Wang
Bo Xu
|
2
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+
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Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model
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2016
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Feng Shi
Shujie Liu
Mu Li
Ming Zhou
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2
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+
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Distilling the Knowledge in a Neural Network
|
2015
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Geoffrey E. Hinton
Oriol Vinyals
Jay B. Dean
|
2
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+
PDF
Chat
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On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models
|
2019
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Paul Michel
Xian Li
Graham Neubig
Juan Pino
|
2
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+
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Dual Learning for Machine Translation
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2016
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Yingce Xia
Di He
Tao Qin
Liwei Wang
Nenghai Yu
TieâYan Liu
WeiâYing Ma
|
2
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+
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Neural Machine Translation with Pivot Languages
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2016
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Yong Cheng
Yang Liu
Qian Yang
Maosong Sun
Wei Xu
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2
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+
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Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder
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2016
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Thanh-Le Ha
Jan Niehues
Alexander Waibel
|
2
|
+
PDF
Chat
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Deep Residual Learning for Image Recognition
|
2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
|
2
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+
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MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
|
2017
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Lu Jiang
Zhengyuan Zhou
Thomas Leung
Li-Jia Li
Li Fei-Fei
|
2
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