Neural Machine Translation: A Review of Methods, Resources, and Tools

31 December 2020

Zhixing Tan

Shuo Wang

Zonghan Yang

Gang Chen

Xuancheng Huang

Maosong Sun

Yang Liu

3DV

AI4TS

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Papers citing "Neural Machine Translation: A Review of Methods, Resources, and Tools"

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Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 410 10,482 0 21 Jul 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 113 1,114 0 25 Jun 2016
Semi-Supervised Learning for Neural Machine Translation Yong Cheng Wenyuan Xu Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 79 251 0 15 Jun 2016
Linguistic Input Features Improve Neural Machine Translation Rico Sennrich Barry Haddow AI4CE 71 381 0 09 Jun 2016
Edinburgh Neural Machine Translation Systems for WMT 16 Rico Sennrich Barry Haddow Alexandra Birch 67 524 0 09 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,350 0 27 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 198 2,340 0 09 May 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 76 856 0 08 Apr 2016
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models Minh-Thang Luong Christopher D. Manning VLM 86 373 0 04 Apr 2016
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung Kyunghyun Cho Yoshua Bengio 86 333 0 19 Mar 2016
Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka AIMat 51 269 0 19 Mar 2016
Modeling Coverage for Neural Machine Translation Zhaopeng Tu Zhengdong Lu Yang Liu Xiaohua Liu Hang Li 92 747 0 19 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Minimum Risk Training for Neural Machine Translation Shiqi Shen Yong Cheng Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 114 469 0 08 Dec 2015
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 196 2,246 0 03 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 102 1,615 0 20 Nov 2015
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 246 2,717 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 215 7,735 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 380 7,962 0 17 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,327 0 20 Oct 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,553 0 10 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 244 6,776 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 552 27,300 0 01 Sep 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 1.0K 23,344 0 03 Jun 2014