Data Diversification: A Simple Strategy For Neural Machine Translation

5 November 2019

Papers citing "Data Diversification: A Simple Strategy For Neural Machine Translation"

28 / 28 papers shown

Title
Incorporating BERT into Neural Machine Translation Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu FedML AIMat 42 359 0 17 Feb 2020
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Zhenhao Li Lucia Specia 31 39 0 07 Oct 2019
Soft Contextual Data Augmentation for Neural Machine Translation Jinhua Zhu Fei Gao Lijun Wu Yingce Xia Tao Qin Wen-gang Zhou Xueqi Cheng Tie-Yan Liu 60 125 0 25 May 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 83 150 0 20 Feb 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English Francisco Guzmán Peng-Jen Chen Myle Ott J. Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary MarcÁurelio Ranzato 66 145 0 04 Feb 2019
The Evolved Transformer David R. So Chen Liang Quoc V. Le ViT 100 462 0 30 Jan 2019
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 70 609 0 29 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,729 0 11 Oct 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang Hieu H. Pham Zihang Dai Graham Neubig 60 197 0 22 Aug 2018
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 172 614 0 01 Jun 2018
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 68 1,030 0 12 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 132 2,981 0 23 Apr 2018
Training Tips for the Transformer Model Martin Popel Ondrej Bojar 63 311 0 01 Apr 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 168 2,289 0 06 Mar 2018
Weighted Transformer Network for Machine Translation Karim Ahmed N. Keskar R. Socher 63 133 0 06 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 656 131,414 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 148 3,283 0 08 May 2017
Data Augmentation for Low-Resource Neural Machine Translation Marzieh Fadaee Arianna Bisazza Christof Monz 94 469 0 01 May 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 118 950 0 01 Apr 2017
Ensemble Distillation for Neural Machine Translation Markus Freitag Yaser Al-Onaizan B. Sankaran FedML 50 111 0 06 Feb 2017
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 243 2,716 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 198 7,729 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 368 7,955 0 17 Aug 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 327 19,609 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 150,006 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 397 20,528 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 519 27,263 0 01 Sep 2014
Horizontal and Vertical Ensemble with Deep Representation for Classification Jingjing Xie Bing Xu Chuang Zhang SSL 105 76 0 12 Jun 2013