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bibliography.bib
......@@ -4387,32 +4387,32 @@ year = {2012}
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2013}
}
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year={2020},
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pages={343-418}
......@@ -4427,7 +4427,7 @@ author = {Yoshua Bengio and
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2016}
}
@article{Hassan2018AchievingHP,
@inproceedings{Hassan2018AchievingHP,
author = {Hany Hassan and
Anthony Aue and
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......@@ -4453,7 +4453,7 @@ author = {Yoshua Bengio and
Zhirui Zhang and
Ming Zhou},
title = {Achieving Human Parity on Automatic Chinese to English News Translation},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1803.05567},
year = {2018},
}
......@@ -4481,14 +4481,14 @@ author = {Yoshua Bengio and
publisher = {AAAI Conference on Artificial Intelligence},
year = {2020}
}
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......@@ -4580,12 +4580,12 @@ author = {Yoshua Bengio and
pages = {1538--1548},
year = {2019}
}
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@inproceedings{Lei2017TrainingRA,
author = {Tao Lei and
Yu Zhang and
Yoav Artzi},
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journal = {CoRR},
publisher = {CoRR},
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year = {2017}
}
......@@ -4693,15 +4693,15 @@ author = {Yoshua Bengio and
pages = {4772--4777},
year = {2018}
}
@article{DBLP:journals/corr/ZhangZ16c,
@inproceedings{DBLP:journals/corr/ZhangZ16c,
author = {Jiajun Zhang and
Chengqing Zong},
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@article{Dai2019TransformerXLAL,
@inproceedings{Dai2019TransformerXLAL,
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......@@ -4709,7 +4709,7 @@ author = {Yoshua Bengio and
Quoc V. Le and
Ruslan Salakhutdinov},
title = {Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context},
journal = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
pages = {2978--2988},
year = {2019}
}
......@@ -4746,7 +4746,7 @@ author = {Yoshua Bengio and
pages = {1264--1274},
year = {2018}
}
@article{DBLP:journals/corr/abs-1906-00532,
@inproceedings{DBLP:journals/corr/abs-1906-00532,
author = {Aishwarya Bhandare and
Vamsi Sripathi and
Deepthi Karkada and
......@@ -4756,7 +4756,7 @@ author = {Yoshua Bengio and
Vikram Saletore},
title = {Efficient 8-Bit Quantization of Transformer Neural Machine Language
Translation Model},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1906.00532},
year = {2019}
}
......@@ -4791,12 +4791,12 @@ author = {Yoshua Bengio and
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2017}
}
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@inproceedings{Hinton2015Distilling,
author = {Geoffrey Hinton and
Oriol Vinyals and
Jeffrey Dean},
title = {Distilling the Knowledge in a Neural Network},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1503.02531},
year = {2015}
}
......@@ -4827,10 +4827,10 @@ author = {Yoshua Bengio and
publisher = {Conference on Empirical Methods in Natural Language Processing},
year = {2016}
}
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volume = {21(1)},
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......@@ -4958,14 +4958,14 @@ author = {Yoshua Bengio and
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%% chapter 11------------------------------------------------------
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Kaiming He and
Ross Girshick and
Jian Sun},
title = {Faster {R-CNN:} Towards Real-Time Object Detection with Region Proposal
Networks},
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publisher = {{IEEE} Transactions on Pattern Analysis and Machine Intelligence},
volume = {39},
number = {6},
pages = {1137--1149},
......@@ -5101,10 +5101,10 @@ author = {Yoshua Bengio and
year = {2017}
}
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title={Natural Language Processing (almost) from Scratch},
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publisher={Journal of Machine Learning Research},
volume={12},
number={1},
pages={2493-2537},
......@@ -5171,16 +5171,16 @@ author = {Yoshua Bengio and
year = {2015}
}
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@inproceedings{StahlbergNeural,
title={Neural Machine Translation: A Review},
author={Felix Stahlberg},
journal={Journal of Artificial Intelligence Research},
publisher={Journal of Artificial Intelligence Research},
year={2020},
volume={69},
pages={343-418}
}
@article{Sennrich2016ImprovingNM,
@inproceedings{Sennrich2016ImprovingNM,
author = {Rico Sennrich and
Barry Haddow and
Alexandra Birch},
......@@ -5198,27 +5198,27 @@ author = {Yoshua Bengio and
year = {2015}
}
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@inproceedings{Waibel1989PhonemeRU,
title={Phoneme recognition using time-delay neural networks},
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......@@ -5248,18 +5248,18 @@ author = {Yoshua Bengio and
year = {2017}
}
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@inproceedings{Girshick2015FastR,
title={Fast R-CNN},
author={Ross Girshick},
journal={International Conference on Computer Vision},
publisher={International Conference on Computer Vision},
year={2015},
pages={1440-1448}
}
@article{He2020MaskR,
@inproceedings{He2020MaskR,
title={Mask R-CNN},
author={Kaiming He and Georgia Gkioxari and Piotr Doll{\'a}r and Ross B. Girshick},
journal={International Conference on Computer Vision},
publisher={International Conference on Computer Vision},
pages={2961--2969},
year={2017}
}
......@@ -5336,12 +5336,12 @@ author = {Yoshua Bengio and
year = {2017}
}
@article{Kaiser2018DepthwiseSC,
@inproceedings{Kaiser2018DepthwiseSC,
title={Depthwise Separable Convolutions for Neural Machine Translation},
author = {Lukasz Kaiser and
Aidan N. Gomez and
Fran{\c{c}}ois Chollet},
journal = {International Conference on Learning Representations},
publisher = {International Conference on Learning Representations},
year={2018},
}
......@@ -5365,7 +5365,7 @@ author = {Yoshua Bengio and
year = {2013}
}
@article{Wu2016GooglesNM,
@inproceedings{Wu2016GooglesNM,
title={Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation},
author = {Yonghui Wu and
Mike Schuster and
......@@ -5398,7 +5398,7 @@ author = {Yoshua Bengio and
Greg Corrado and
Macduff Hughes and
Jeffrey Dean},
journal = {CoRR},
publisher = {CoRR},
year={2016},
volume={abs/1609.08144}
}
......@@ -5444,32 +5444,32 @@ author = {Yoshua Bengio and
year={2013}
}
@article{Bengio2013AdvancesIO,
@inproceedings{Bengio2013AdvancesIO,
title={Advances in optimizing recurrent networks},
author={Yoshua Bengio and Nicolas Boulanger-Lewandowski and Razvan Pascanu},
journal={IEEE Transactions on Acoustics, Speech, and Signal Processing},
publisher={IEEE Transactions on Acoustics, Speech, and Signal Processing},
year={2013},
pages={8624-8628}
}
@article{JMLR:v15:srivastava14a,
@inproceedings{JMLR:v15:srivastava14a,
author = {Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov},
title = {Dropout: A Simple Way to Prevent Neural Networks from Overfitting},
journal = {Journal of Machine Learning Research},
publisher = {Journal of Machine Learning Research},
year = {2014},
volume = {15},
pages = {1929-1958},
}
@article{Chollet2017XceptionDL,
@inproceedings{Chollet2017XceptionDL,
title={Xception: Deep Learning with Depthwise Separable Convolutions},
author = {Fran{\c{c}}ois Chollet},
journal={IEEE Conference on Computer Vision and Pattern Recognition},
publisher={IEEE Conference on Computer Vision and Pattern Recognition},
year={2017},
pages={1800-1807}
}
@article{Howard2017MobileNetsEC,
@inproceedings{Howard2017MobileNetsEC,
title={MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications},
author = {Andrew Howard and
Menglong Zhu and
......@@ -5483,17 +5483,17 @@ author = {Yoshua Bengio and
year={2017},
}
@article{sifre2014rigid,
@inproceedings{sifre2014rigid,
title={Rigid-motion scattering for image classification},
author={Sifre, Laurent and Mallat, St{\'e}phane},
year={2014},
journal={Citeseer}
publisher={Citeseer}
}
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@inproceedings{Taigman2014DeepFaceCT,
title={DeepFace: Closing the Gap to Human-Level Performance in Face Verification},
author={Yaniv Taigman and Ming Yang and Marc'Aurelio Ranzato and Lior Wolf},
journal={IEEE Conference on Computer Vision and Pattern Recognition},
publisher={IEEE Conference on Computer Vision and Pattern Recognition},
year={2014},
pages={1701-1708}
}
......@@ -5511,7 +5511,7 @@ author = {Yoshua Bengio and
year={2015}
}
@article{Chen2020DynamicCA,
@inproceedings{Chen2020DynamicCA,
title={Dynamic Convolution: Attention Over Convolution Kernels},
author = {Yinpeng Chen and
Xiyang Dai and
......@@ -5519,7 +5519,7 @@ author = {Yoshua Bengio and
Dongdong Chen and
Lu Yuan and
Zicheng Liu},
journal = {IEEE Conference on Computer Vision and Pattern Recognition},
publisher = {IEEE Conference on Computer Vision and Pattern Recognition},
year={2020},
pages={11027-11036}
}
......@@ -5579,7 +5579,7 @@ author = {Yoshua Bengio and
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-05751,
@inproceedings{DBLP:journals/corr/abs-1802-05751,
author = {Niki Parmar and
Ashish Vaswani and
Jakob Uszkoreit and
......@@ -5587,7 +5587,7 @@ author = {Yoshua Bengio and
Noam Shazeer and
Alexander Ku},
title = {Image Transformer},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1802.05751},
year = {2018}
}
......@@ -5612,17 +5612,17 @@ author = {Yoshua Bengio and
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-05150,
@inproceedings{DBLP:journals/corr/abs-2004-05150,
author = {Iz Beltagy and
Matthew E. Peters and
Arman Cohan},
title = {Longformer: The Long-Document Transformer},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/2004.05150},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-00743,
@inproceedings{DBLP:journals/corr/abs-2005-00743,
author = {Yi Tay and
Dara Bahri and
Donald Metzler and
......@@ -5630,7 +5630,7 @@ author = {Yoshua Bengio and
Zhe Zhao and
Che Zheng},
title = {Synthesizer: Rethinking Self-Attention in Transformer Models},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/2005.00743},
year = {2020}
}
......@@ -5691,10 +5691,10 @@ author = {Yoshua Bengio and
pages = {770--778},
year = {2016},
}
@article{JMLR:v15:srivastava14a,
@inproceedings{JMLR:v15:srivastava14a,
author = {Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov},
title = {Dropout: A Simple Way to Prevent Neural Networks from Overfitting},
journal = {Journal of Machine Learning Research},
publisher = {Journal of Machine Learning Research},
year = {2014},
volume = {15},
pages = {1929-1958},
......@@ -5719,12 +5719,12 @@ author = {Yoshua Bengio and
pages = {1789--1798},
year = {2018},
}
@article{DBLP:journals/corr/CourbariauxB16,
@inproceedings{DBLP:journals/corr/CourbariauxB16,
author = {Matthieu Courbariaux and
Yoshua Bengio},
title = {BinaryNet: Training Deep Neural Networks with Weights and Activations
Constrained to +1 or -1},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1602.02830},
year = {2016},
}
......@@ -5751,10 +5751,10 @@ author = {Yoshua Bengio and
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@article{Liu2020LearningTE,
@inproceedings{Liu2020LearningTE,
title={Learning to Encode Position for Transformer with Continuous Dynamical Model},
author={Xuanqing Liu and Hsiang-Fu Yu and Inderjit Dhillon and Cho-Jui Hsieh},
journal={ArXiv},
publisher={ArXiv},
year={2020},
volume={abs/2003.09229}
}
......@@ -5787,10 +5787,10 @@ author = {Yoshua Bengio and
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019},
}
@article{Wang2018MultilayerRF,
@inproceedings{Wang2018MultilayerRF,
title={Multi-layer Representation Fusion for Neural Machine Translation},
author={Qiang Wang and Fuxue Li and Tong Xiao and Yanyang Li and Yinqiao Li and Jingbo Zhu},
journal={International Conference on Computational Linguistics},
publisher={International Conference on Computational Linguistics},
year={2018},
volume={abs/2002.06714}
}
......@@ -5863,27 +5863,27 @@ author = {Yoshua Bengio and
year = {2018}
}
@article{Kitaev2020ReformerTE,
@inproceedings{Kitaev2020ReformerTE,
author = {Nikita Kitaev and
Lukasz Kaiser and
Anselm Levskaya},
title = {Reformer: The Efficient Transformer},
journal = {International Conference on Learning Representations},
publisher = {International Conference on Learning Representations},
year = {2020}
}
@article{Lin2020WeightDT,
@inproceedings{Lin2020WeightDT,
title={Weight Distillation: Transferring the Knowledge in Neural Network Parameters},
author={Ye Lin and Yanyang Li and Ziyang Wang and Bei Li and Quan Du and Tong Xiao and Jingbo Zhu},
journal={ArXiv},
publisher={ArXiv},
year={2020},
volume={abs/2009.09152}
}
@article{li2020shallow,
@inproceedings{li2020shallow,
title={Shallow-to-Deep Training for Neural Machine Translation},
author={Li, Bei and Wang, Ziyang and Liu, Hui and Jiang, Yufan and Du, Quan and Xiao, Tong and Wang, Huizhen and Zhu, Jingbo},
journal={Conference on Empirical Methods in Natural Language Processing},
publisher={Conference on Empirical Methods in Natural Language Processing},
year={2020}
}
%%%%% chapter 12------------------------------------------------------
......@@ -14049,50 +14049,50 @@ author = {Zhuang Liu and
year = {2017}
}
@article{DBLP:journals/corr/abs-1805-01553,
@inproceedings{DBLP:journals/corr/abs-1805-01553,
author = {Tsz Kin Lam and
Julia Kreutzer and
Stefan Riezler},
title = {A Reinforcement Learning Approach to Interactive-Predictive Neural
Machine Translation},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1805.01553},
year = {2018}
}
@article{DBLP:journals/mt/DomingoPC17,
@inproceedings{DBLP:journals/mt/DomingoPC17,
author = {Miguel Domingo and
{\'{A}}lvaro Peris and
Francisco Casacuberta},
title = {Segment-based interactive-predictive machine translation},
journal = {Machine Translation},
publisher = {Machine Translation},
volume = {31},
number = {4},
pages = {163--185},
year = {2017}
}
@article{Peris2017InteractiveNM,
@inproceedings{Peris2017InteractiveNM,
title={Interactive neural machine translation},
author={{\'A}lvaro Peris and Miguel Domingo and F. Casacuberta},
journal={Computer Speech and Language},
publisher={Computer Speech and Language},
year={2017},
volume={45},
pages={201-220}
}
@article{DBLP:journals/csl/PerisC19,
@inproceedings{DBLP:journals/csl/PerisC19,
author = {{\'{A}}lvaro Peris and
Francisco Casacuberta},
title = {Online learning for effort reduction in interactive neural machine
translation},
journal = {Computer Speech Language},
publisher = {Computer Speech Language},
volume = {58},
pages = {98--126},
year = {2019}
}
@article{DBLP:journals/coling/BarrachinaBCCCKLNTVV09,
@inproceedings{DBLP:journals/coling/BarrachinaBCCCKLNTVV09,
author = {Sergio Barrachina and
Oliver Bender and
Francisco Casacuberta and
......@@ -14105,7 +14105,7 @@ author = {Zhuang Liu and
Enrique Vidal and
Juan Miguel Vilar},
title = {Statistical Approaches to Computer-Assisted Translation},
journal = {Computer Linguistics},
publisher = {Computer Linguistics},
volume = {35},
number = {1},
pages = {3--28},
......@@ -14131,14 +14131,14 @@ author = {Zhuang Liu and
year = {2016}
}
@article{DBLP:journals/corr/abs-2010-05680,
@inproceedings{DBLP:journals/corr/abs-2010-05680,
author = {Jiarui Fang and
Yang Yu and
Chengduo Zhao and
Jie Zhou},
title = {TurboTransformers: An Efficient {GPU} Serving System For Transformer
Models},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/2010.05680},
year = {2020}
}
......@@ -14155,13 +14155,13 @@ author = {Zhuang Liu and
year = {2018}
}
@article{DBLP:journals/corr/BolukbasiWDS17,
@inproceedings{DBLP:journals/corr/BolukbasiWDS17,
author = {Tolga Bolukbasi and
Joseph Wang and
Ofer Dekel and
Venkatesh Saligrama},
title = {Adaptive Neural Networks for Fast Test-Time Prediction},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1702.07811},
year = {2017}
}
......@@ -14188,13 +14188,13 @@ author = {Zhuang Liu and
year = {2020}
}
@article{DBLP:journals/corr/abs-1912-00567,
@inproceedings{DBLP:journals/corr/abs-1912-00567,
author = {Tao Wang and
Shaohui Kuang and
Deyi Xiong and
Ant{\'{o}}nio Branco},
title = {Merging External Bilingual Pairs into Neural Machine Translation},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1912.00567},
year = {2019}
}
......@@ -14292,20 +14292,20 @@ author = {Zhuang Liu and
year = {2018}
}
@article{barone2017regularization,
@inproceedings{barone2017regularization,
title={Regularization techniques for fine-tuning in neural machine translation},
author={Barone, Antonio Valerio Miceli and Haddow, Barry and Germann, Ulrich and Sennrich, Rico},
journal={arXiv preprint arXiv:1707.09920},
publisher={arXiv preprint arXiv:1707.09920},
year={2017}
}
@article{DBLP:journals/corr/ChuDK17,
@inproceedings{DBLP:journals/corr/ChuDK17,
author = {Chenhui Chu and
Raj Dabre and
Sadao Kurohashi},
title = {An Empirical Comparison of Simple Domain Adaptation Methods for Neural
Machine Translation},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1701.03214},
year = {2017}
}
......@@ -14393,7 +14393,7 @@ author = {Zhuang Liu and
year = {2010}
}
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@inproceedings{vilar2012jane,
title={Jane: an advanced freely available hierarchical machine translation toolkit},
author={Vilar, David and Stein, Daniel and Huck, Matthias and Ney, Hermann},
publisher={Machine Translation},
......@@ -14413,7 +14413,7 @@ author = {Zhuang Liu and
year = {2013}
}
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@inproceedings{al2016theano,
author = {Rami Al-Rfou and
Guillaume Alain and
Amjad Almahairi and
......@@ -14528,7 +14528,7 @@ author = {Zhuang Liu and
Ying Zhang},
title = {Theano: {A} Python framework for fast computation of mathematical
expressions},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1605.02688},
year = {2016}
}
......@@ -14583,11 +14583,11 @@ author = {Zhuang Liu and
year = {2007}
}
@article{och2003systematic,
@inproceedings{och2003systematic,
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......@@ -14661,7 +14661,7 @@ author = {Zhuang Liu and
year = {2016}
}
@article{ZhangTHUMT,
@inproceedings{ZhangTHUMT,
author = {Jiacheng Zhang and
Yanzhuo Ding and
Shiqi Shen and
......@@ -14670,7 +14670,7 @@ author = {Zhuang Liu and
Huan-Bo Luan and
Yang Liu},
title = {{THUMT:} An Open Source Toolkit for Neural Machine Translation},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1706.06415},
year = {2017}
}
......@@ -14694,7 +14694,7 @@ author = {Zhuang Liu and
year = {2018}
}
@article{hieber2017sockeye,
@inproceedings{hieber2017sockeye,
author = {Felix Hieber and
Tobias Domhan and
Michael Denkowski and
......@@ -14703,7 +14703,7 @@ author = {Zhuang Liu and
Ann Clifton and
Matt Post},
title = {Sockeye: {A} Toolkit for Neural Machine Translation},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1712.05690},
year = {2017}
}
......@@ -14719,7 +14719,7 @@ author = {Zhuang Liu and
year = {2018}
}
@article{DBLP:journals/corr/abs-1805-10387,
@inproceedings{DBLP:journals/corr/abs-1805-10387,
author = {Oleksii Kuchaiev and
Boris Ginsburg and
Igor Gitman and
......@@ -14728,12 +14728,12 @@ author = {Zhuang Liu and
Paulius Micikevicius},
title = {OpenSeq2Seq: extensible toolkit for distributed and mixed precision
training of sequence-to-sequence models},
journal = {CoRR},
publisher = {CoRR},
volume = {abs/1805.10387},
year = {2018}
}
@article{nmtpy2017,
@inproceedings{nmtpy2017,
author = {Ozan Caglayan and
Mercedes Garc{\'{\i}}a-Mart{\'{\i}}nez and
Adrien Bardet and
......@@ -14742,7 +14742,7 @@ author = {Zhuang Liu and
Lo{\"{\i}}c Barrault},
title = {{NMTPY:} {A} Flexible Toolkit for Advanced Neural Machine Translation
Systems},
journal = {The Prague Bulletin of Mathematical Linguistics},
publisher = {The Prague Bulletin of Mathematical Linguistics},
volume = {109},
pages = {15--28},
year = {2017}
......
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