Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

50 / 1,201 papers shown

Title
CUNI System for the WMT18 Multimodal Translation Task Jindřich Helcl Jindrich Libovický Dušan Variš 16 57 0 12 Nov 2018
Data Selection with Feature Decay Algorithms Using an Approximated Target Side Alberto Poncelas A. Mamun Reza Rawassizadeh 14 13 0 07 Nov 2018
Off-the-Shelf Unsupervised NMT Chris Hokamp Sebastian Ruder John Glover LRM 14 1 0 06 Nov 2018
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation Ye Jia Melvin Johnson Wolfgang Macherey Ron J. Weiss Yuan Cao Chung-Cheng Chiu Naveen Ari Stella Laurenzo Yonghui Wu 31 159 0 05 Nov 2018
Char2char Generation with Reranking for the E2E NLG Challenge Shubham Agarwal Marc Dymetman Éric Gaussier 15 13 0 04 Nov 2018
Improving Zero-Shot Translation of Low-Resource Languages Surafel Melaku Lakew Q. F. Lotito Matteo Negri Marco Turchi Marcello Federico 11 46 0 04 Nov 2018
Towards Unsupervised Speech-to-Text Translation Yu-An Chung W. Weng S. Tong James R. Glass 39 42 0 04 Nov 2018
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 19 17 0 02 Nov 2018
Cycle-consistency training for end-to-end speech recognition Takaaki Hori Ramón Fernández Astudillo Tomoki Hayashi Yu Zhang Shinji Watanabe Jonathan Le Roux 24 87 0 02 Nov 2018
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation Jason Chun Lok Li R. Gadde Boris Ginsburg Vitaly Lavrukhin 8 54 0 02 Nov 2018
Multiple-Attribute Text Style Transfer Sandeep Subramanian Guillaume Lample Eric Michael Smith Ludovic Denoyer MarcÁurelio Ranzato Y-Lan Boureau 20 78 0 01 Nov 2018
Language-Independent Representor for Neural Machine Translation Long Zhou Yuchen Liu Jiajun Zhang Chengqing Zong Guoping Huang 33 1 0 01 Nov 2018
End-to-End Feedback Loss in Speech Chain Framework via Straight-Through Estimator Andros Tjandra S. Sakti Satoshi Nakamura 13 44 0 31 Oct 2018
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation Benjamin Marie Atsushi Fujita OT 11 32 0 30 Oct 2018
Tackling Sequence to Sequence Mapping Problems with Neural Networks Lei Yu AIMat 28 2 0 25 Oct 2018
Multi-Source Neural Machine Translation with Data Augmentation Yuta Nishimura Katsuhito Sudoh Graham Neubig Satoshi Nakamura 19 20 0 16 Oct 2018
Improving Neural Text Simplification Model with Simplified Corpora Jipeng Qiang 18 6 0 10 Oct 2018
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection Sudhanshu Kasewa Pontus Stenetorp Sebastian Riedel 14 59 0 26 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 11 333 0 22 Sep 2018
NICT's Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task Benjamin Marie Rui Wang Atsushi Fujita Masao Utiyama Eiichiro Sumita 11 21 0 19 Sep 2018
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction Kazuma Hashimoto Yoshimasa Tsuruoka 11 7 0 05 Sep 2018
Unsupervised Statistical Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 13 246 0 04 Sep 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation Tom Kocmi Ondrej Bojar 22 171 0 02 Sep 2018
Simple Fusion: Return of the Language Model Felix Stahlberg James Cross Veselin Stoyanov 21 74 0 01 Sep 2018
Multi-Source Syntactic Neural Machine Translation Anna Currey Kenneth Heafield 18 23 0 30 Aug 2018
Direct Output Connection for a High-Rank Language Model Sho Takase Jun Suzuki Masaaki Nagata 18 36 0 30 Aug 2018
The University of Cambridge's Machine Translation Systems for WMT18 Felix Stahlberg Adria de Gispert Bill Byrne 21 20 0 28 Aug 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation Marzieh Fadaee Christof Monz 19 98 0 27 Aug 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 27 182 0 27 Aug 2018
Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios Mrinmaya Sachan Graham Neubig Tom Michael Mitchell 25 149 0 26 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho V. Li 36 341 0 25 Aug 2018
Approximate Distribution Matching for Sequence-to-Sequence Learning Wenhu Chen Guanlin Li Shujie Liu Zhirui Zhang Mu Li M. Zhou OOD BDL 27 0 0 24 Aug 2018
Style Transfer as Unsupervised Machine Translation Zhirui Zhang Shuo Ren Shujie Liu Jianyong Wang Peng Chen Mu Li Ming Zhou Enhong Chen 14 65 0 23 Aug 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang Hieu H. Pham Zihang Dai Graham Neubig 21 195 0 22 Aug 2018
Semi-Supervised Learning for Neural Keyphrase Generation Hai Ye Lu Wang 23 90 0 21 Aug 2018
A Recipe for Arabic-English Neural Machine Translation Abdullah Alrajeh 21 14 0 18 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 37 116 0 13 Aug 2018
Active Learning for Interactive Neural Machine Translation of Data Streams Álvaro Peris F. Casacuberta AI4CE 32 60 0 30 Jul 2018
Back-Translation-Style Data Augmentation for End-to-End ASR Tomoki Hayashi Shinji Watanabe Yu Zhang T. Toda Takaaki Hori Ramón Fernández Astudillo K. Takeda 25 102 0 28 Jul 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 24 157 0 27 Jul 2018
Auto-Encoding Variational Neural Machine Translation Bryan Eikema Wilker Aziz DRL BDL 24 39 0 27 Jul 2018
Recurrent Stacking of Layers for Compact Neural Machine Translation Models Raj Dabre Atsushi Fujita 8 60 0 14 Jul 2018
Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study Tao Ge Furu Wei M. Zhou 25 85 0 03 Jul 2018
Generative Neural Machine Translation Harshil Shah David Barber AI4CE 17 50 0 13 Jun 2018
Explaining and Generalizing Back-Translation through Wake-Sleep Ryan Cotterell Julia Kreutzer 113 39 0 12 Jun 2018
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 260 498 0 07 Jun 2018
Multi-Source Neural Machine Translation with Missing Data Yuta Nishimura Katsuhito Sudoh Graham Neubig Satoshi Nakamura 38 52 0 07 Jun 2018
How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation? Shuoyang Ding Kevin Duh 32 4 0 05 Jun 2018
Dense Information Flow for Neural Machine Translation Yanyao Shen Xu Tan Di He Tao Qin Tie-Yan Liu AI4CE 28 34 0 03 Jun 2018
A Survey of Domain Adaptation for Neural Machine Translation Chenhui Chu Rui Wang AI4CE 36 261 0 01 Jun 2018