Topic 753: Neural Machine Translation 130


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Beyond Seq2Seq with Augmented RNNs Edward Grefenstette 2016
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Neural Machine Translation Richard Socher 2016
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Machine Translation II: Neural Greg Durrett 2018
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Natural Language Processing: Machine Translation III Dan Klein 2014
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Machine Translation Julia Hockenmaier 2018
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Neural Nets for NE and MT Ralph Grishman 2018
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Neural Machine Translation Dragomir Radev 2017
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Statistical NLP Tom Kwiatkowski 2016
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Recurrent Neural Networks Yoav Artzi 2018
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Lecture 8: Neural Machine TranslaEon Kevin Gimpel 2017
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Lecture 9: NMT, finishing up Neural NLP Kevin Gimpel 2017
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Neural Machine Translation Graham Neubig 2019
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Neural Machine Translation Dragomir Radev 2018
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A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung, Kyunghyun Cho, Yoshua Bengio 2016
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Incorporating Structural Alignment Biases into an Attentional Neural Translation Model Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer, Gholamreza Haffari 2016
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Convolutional Sequence to Sequence Learning Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin 2017
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Subword Neural Machine Translation Rico sennrich 2018
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Neural Machine Translation Implementations Jon Safari 2016
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Sequence-to-Sequence Learning with Attentional Neural Networks Guillaume Klein 2016
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SGNMT Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne 2016
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Syntax-awared-NMT: Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder Huadong Chen 2017
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Sequence to Sequence Learning with Keras Fariz Rahman 2015
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Aligning the fastText vectors of 78 languages Nils Hammerla 2017
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Kyunghyun Cho's software Kyunghyun Cho 2017
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Neural Machine Translation with Attention tensorflow 2018
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nmtpy Ozan Ça?layan, Loic Barrault 2016
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marian-nmt Lane Schwartz, Marcin Junczys-Dowmunt, Kenneth Heafield, Roman Grundkiewicz, Tomasz Dwojak 2018
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Sockeye Tobias Domhan, Kellen Sunderland 2017
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Shakespeare translations using TensorFlow Motoki Wu 2015
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Blocks Example - Machine Translation Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio 2015
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Code for Translation with a Sequence to Sequence Network and Attention Tutorial Sean Robertson 2017
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Disentangling Task Transfer Learning Amir R. Zamir, Alexander Sax, William B. Shen, Leonidas Guibas, Jitendra Malik, Silvio Savarese 2018
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dynmt-py roeeaharoni 2018
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Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig, Junjie Hu 2018
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iPython Noetbook for Translation with a Sequence to Sequence Network and Attention Tutorial Sean Robertson 2017
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DeepL Author Unknown 2017
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A neural machine translation model in PyTorch pcyin 2017
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NEMATUS: Attention-based encoder-decoder model for neural machine translation Rico Sennrich 2015
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Effective Approaches to Attention-based Neural Machine Translation Thang Luong, Hieu Pham, Christopher Manning 2015
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Emergent Translation in Multi-Agent Communication Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela 2018
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TellinaTool/awesome_nmt Tellina 2017
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ParlAI FAIR 2017
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NMT-Keras Alvaro Peris 2017
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Facebook AI Research Sequence-to-Sequence Toolkit FAIR 2017
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Awesome Neural Machine Translation Tellina 2017
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Fully Character-Level Neural Machine Translation Jason Lee, Kyunghyun Cho 2016
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UNdreaMT: Unsupervised Neural Machine Translation Mikel Artetxe, Gorka Labaka, Eneko Agirre, and Kyunghyun Cho 2018
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Transformer Samuel Lynn-Evans 2018
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Tellina Tellina 2017
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OpenNMT-py: Open-Source Neural Machine Translation OpenNMT 2019
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Translate - a PyTorch Language Library Facebook 2018
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Practical PyTorch: Translation with a Sequence to Sequence Network and Attention Sean Robertson 2017
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Success with Style: Using Writing Style to Predict the Success of Novels. Vikas Ashok, Song Feng, and Yejin Choi 2013
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Unsupervised NMT with TensorFlow and OpenNMT-tf OpenNMT 2018
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OpenNMT Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush 2017
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Neural Translation Model with Attention Mac Brennan 2018
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Evaluating the Quality of Translation Prakhar Mishra 2017
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Zero-Shot Translation with Google's Multilingual Neural Machine Translation System Mike Schuster, Melvin Johnson, Nikhil Thorat 2016
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Thang Luongs Thesis on Neural Machine Translation Thang Luong 2017
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Transfer Learning for Natural Language Processing Pranoy Radhakrishnan 2018
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seq2seq: the clown car of deep learning Dev Nag 2016
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Neural Machine Translation?—?Using seq2seq with Keras Ravindra Kompella 2018
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Translation with a Sequence to Sequence Network and Attention Sean Robertson 2017
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Complete code examples for Machine Translation with Attention, Image Captioning, Text Generation, and DCGAN implemented with tf.keras and eager execution Yash Katariya 2018
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Transitioning entirely to neural machine translation Juan Miguel Pino, Alexander Sidorov, Necip Fazil Ayan 2017
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dl4mt-material Kyunghyun Cho 2015
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History and Frontier of the Neural Machine Translation Synced 2017
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Neural Machine Translation with Python Susan Li 2018
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Moving Beyond Translation with the Universal Transformer Stephan Gouws, Mostafa Dehghani 2018
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How to code The Transformer in Pytorch Samuel Lynn-Evans 2018
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Neural Machine Translation with Attention TensorFlow Authors 2018
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Visualizing A Neural Machine Translation Model (Mechanics of Seq2seq Models With Attention) Jay Alammar 2018
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A Neural Network for Machine Translation, at Production Scale Quoc V. Le, Mike Schuster 2016
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A history of machine translation from the Cold War to deep learning Ilya Pestov 2018
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A Concise Introduction to Neural Machine Translation Prakhar Mishra 2018
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Sequence-to-Sequence Models Ilya Sutskever 2014
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Neural Machine Translation Graham Neubig 2016
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Modern ML Tutorial Marcello Federico, Marco Trombetti, Davide Caroselli 2016
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Neural Machine Translation and Beyond Kyunghyun Cho 2017
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Continuous representation of language and its implications Kyunghyun Chuo 2018
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Architectures for Neural Machine Translation Nat Kalchbrenner 2017
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Introduction to Neural Machine Translation Fabienne Cap 2018
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Advances in Neural Machine Translation Rico Sennrich, Alexandra Birch, Marcin Junczys-Dowmunt 2016
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Neural Machine Translation -ACL Thang Luong, Kyunghyun Cho, Christopher Manning 2016
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Understanding the new Google Translate Sachin Joglekar 2017
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Neural Machine Translation and Beyond Kyunghyun Chuo 2018
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Neural Machine Translation Marta R. Costa-jussa 2017
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Practical Neural Machine Translation Haddow Sennrich 2017
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Machine Learning is Fun Part 5: Language Translation with Deep Learning and the Magic of Sequences Adam Geitgey 2016
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Advanced Neural Machine Translation Marta R. Costa-jussa 2017
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Translation with a Sequence to Sequence Network and Attention Sean Robertson 2017
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STATE-OF-THE-ART METHODS FOR NEURAL MACHINE TRANSLATION & MULTILINGUAL TASKS Mariya Yao 2019
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Neural Machine Translation: Multilingual, Character-Level Machine Translation Kyunghyun Cho 2017
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A novel approach to neural machine translation Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin 2017
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Neural Machine Translation (seq2seq) Tutorial Thang Luong, Eugene Brevdo, Rui Zhao 2017
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Neural Machine Translation Philipp Koehn 2017
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How to Make a Language Translator - Intro to Deep Learning #11 Siraj Raval 2017
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How to Develop a Neural Machine Translation System in Keras from Scratch Jason Brownlee 2018
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Introduction to Neural Machine Translation with GPUs (part 1) Kyunghyun Cho 2015
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Neural Machine Translation Thang Luong, Kyunghyun Cho, Christopher Manning 2016
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Train Neural Machine Translation Models with Sockeye Felix Hieber, Tobias Domhan 2017
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Neural Machine Translation Marta R. Costa-juss� 2018
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Tips on Building Neural Machine Translation Systems Graham Neubig 2016
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How to Configure an Encoder-Decoder Model for Neural Machine Translation Jason Brownlee 2018
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Introduction to Neural Machine Translation with GPUs (Part 2) Kyunghyun Cho 2015
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Sentences as Matrices and Translating with Attention Chris Dyer 2016
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Trends in Neural Machine Translation Olof Mogren 2016
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Building Your Own Neural Machine Translation System in TensorFlow Thang Luong, Eugene Brevdo 2017
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Encoder-Decoder Recurrent Neural Network Models for Neural Machine Translation Jason Brownlee 2018
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Introduction to Neural Machine Translation with GPUs (part 3) Kyunghyun Cho 2015
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Neural Machine Translation: Basics, Practical Aspects and Recent Trends Fabien Cromieres, Toshiaki Nakazawa, Raj Dabre 2017
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Peeking into the neural network architecture used for Google's Neural Machine Translation Stephen Merity 2016
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Future (Present?) of Machine Translation Kyunghyun Cho 2016
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Machine Learning Translation and the Google Translate Algorithm Daniil Korbut 2017
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Unsupervised MT Yongjie Lin 2018
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Introduction to Neural Machine Translation with GPUs (part 2) Kyunghyun Cho 2016
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A Gentle Introduction to Neural Machine Translation Jason Brownlee 2017
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(Deep) Neural Networks for Speech Processing Kate Knill 2015
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From Sequence Modeling to Translation Kyunghyun Cho 2015
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Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig 2017
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Sequence to Sequence Deep Learning Quoc Le 2016
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Smaller, faster, deeper: University of Edinburgh MT submittion to WMT 2017 Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, Philip Williams 2017
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Neural Machine Translation : Superior Seq2seq Models With OpenNMT Akash Singh 2019
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Introduction to Neural Machine Translation with GPUs (part 3) Kyunghyun Cho 2016
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Neural Machine Translation Kyunghyun Chuo 2018
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Neural Machine Translation by Jointly Learning to Align and Translate Bahdanau 2015
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