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Pre-Training Transformers as Energy-Based Cloze Models


Dec 15, 2020
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

* EMNLP 2020 

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Towards Domain-Agnostic Contrastive Learning


Nov 09, 2020
Vikas Verma, Minh-Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc V. Le


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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators


Mar 23, 2020
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

* ICLR 2020 

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Towards a Human-like Open-Domain Chatbot


Feb 27, 2020
Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, Quoc V. Le

* 38 pages, 12 figures 

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A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages


Nov 19, 2019
Minh-Thang Luong, Preslav Nakov, Min-Yen Kan

* EMNLP-2010 

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Self-training with Noisy Student improves ImageNet classification


Nov 11, 2019
Qizhe Xie, Eduard Hovy, Minh-Thang Luong, Quoc V. Le


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Findings of the Third Workshop on Neural Generation and Translation


Oct 30, 2019
Hiroaki Hayashi, Yusuke Oda, Alexandra Birch, Ioannis Konstas, Andrew Finch, Minh-Thang Luong, Graham Neubig, Katsuhito Sudoh

* Fixed the metadata (author list) 

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Selfie: Self-supervised Pretraining for Image Embedding


Jul 23, 2019
Trieu H. Trinh, Minh-Thang Luong, Quoc V. Le


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BAM! Born-Again Multi-Task Networks for Natural Language Understanding


Jul 10, 2019
Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning, Quoc V. Le

* ACL 2019 

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Unsupervised Data Augmentation


Apr 29, 2019
Qizhe Xie, Zihang Dai, Eduard Hovy, Minh-Thang Luong, Quoc V. Le


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Semi-Supervised Sequence Modeling with Cross-View Training


Sep 22, 2018
Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le

* EMNLP 2018 

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Latent Topic Conversational Models


Sep 19, 2018
Tsung-Hsien Wen, Minh-Thang Luong


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Findings of the Second Workshop on Neural Machine Translation and Generation


Jun 18, 2018
Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda

* WNMT 2018 

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Learning Longer-term Dependencies in RNNs with Auxiliary Losses


Jun 13, 2018
Trieu H. Trinh, Andrew M. Dai, Minh-Thang Luong, Quoc V. Le

* ICML 2018 

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QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension


Apr 23, 2018
Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le

* Published as full paper in ICLR 2018 

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On the Effective Use of Pretraining for Natural Language Inference


Oct 05, 2017
Ignacio Cases, Minh-Thang Luong, Christopher Potts

* This manuscript dates from late Winter 2016 

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Efficient Attention using a Fixed-Size Memory Representation


Jul 01, 2017
Denny Britz, Melody Y. Guan, Minh-Thang Luong

* EMNLP 2017 

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Online and Linear-Time Attention by Enforcing Monotonic Alignments


Jun 29, 2017
Colin Raffel, Minh-Thang Luong, Peter J. Liu, Ron J. Weiss, Douglas Eck

* ICML camera-ready version; 10 pages + 9 page appendix 

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Massive Exploration of Neural Machine Translation Architectures


Mar 21, 2017
Denny Britz, Anna Goldie, Minh-Thang Luong, Quoc Le

* 9 pages, 2 figures, 8 tables, submitted to ACL 2017, open source code at https://github.com/google/seq2seq/ 

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Compression of Neural Machine Translation Models via Pruning


Jun 29, 2016
Abigail See, Minh-Thang Luong, Christopher D. Manning

* Accepted to CoNLL 2016. 9 pages plus references 

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Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models


Jun 23, 2016
Minh-Thang Luong, Christopher D. Manning

* 11pages, 4 figures. ACL 2016 camera-ready version. SOTA WMT'15 English-Czech 20.7 BLEU (+2.1-11.4 points) 

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Multi-task Sequence to Sequence Learning


Mar 01, 2016
Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, Lukasz Kaiser

* 10 pages, 4 figures, ICLR 2016 camera-ready, added parsing SOTA results 

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Effective Approaches to Attention-based Neural Machine Translation


Sep 20, 2015
Minh-Thang Luong, Hieu Pham, Christopher D. Manning

* 11 pages, 7 figures, EMNLP 2015 camera-ready version, more training details 

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When Are Tree Structures Necessary for Deep Learning of Representations?


Aug 18, 2015
Jiwei Li, Minh-Thang Luong, Dan Jurafsky, Eudard Hovy


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A Hierarchical Neural Autoencoder for Paragraphs and Documents


Jun 06, 2015
Jiwei Li, Minh-Thang Luong, Dan Jurafsky


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Addressing the Rare Word Problem in Neural Machine Translation


May 30, 2015
Minh-Thang Luong, Ilya Sutskever, Quoc V. Le, Oriol Vinyals, Wojciech Zaremba

* ACL 2015 camera-ready version 

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