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
Evaluating Low-Resource Machine Translation between Chinese and Vietnamese with Back-Translation Hongzheng Li Heyan Huang 15 1 0 04 Mar 2020
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation Mikel Artetxe Gorka Labaka Noe Casas Eneko Agirre LRM 29 5 0 28 Feb 2020
Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training Haipeng Sun Rui Wang Kehai Chen Xugang Lu Masao Utiyama Eiichiro Sumita Tiejun Zhao 9 4 0 28 Feb 2020
On Feature Normalization and Data Augmentation Boyi Li Felix Wu Ser-Nam Lim Serge J. Belongie Kilian Q. Weinberger 26 134 0 25 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation Xiaocheng Feng Yawei Sun Bing Qin Heng Gong Yibo Sun Wei Bi Xiaojiang Liu Ting Liu 22 5 0 24 Feb 2020
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 21 355 0 17 Feb 2020
Learning to Generate Multiple Style Transfer Outputs for an Input Sentence Kevin Qinghong Lin Ming Liu Ming-Ting Sun Jan Kautz 31 5 0 16 Feb 2020
Improving Molecular Design by Stochastic Iterative Target Augmentation Kevin Kaichuang Yang Wengong Jin Kyle Swanson Regina Barzilay Tommi Jaakkola 42 26 0 11 Feb 2020
A Probabilistic Formulation of Unsupervised Text Style Transfer Junxian He Xinyi Wang Graham Neubig Taylor Berg-Kirkpatrick OOD 24 129 0 10 Feb 2020
A Multilingual View of Unsupervised Machine Translation Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 54 37 0 07 Feb 2020
Variational Template Machine for Data-to-Text Generation Rong Ye Wenxian Shi Hao Zhou Zhongyu Wei Lei Li DRL 20 45 0 04 Feb 2020
Semi-supervised ASR by End-to-end Self-training Yang Chen Weiran Wang Chao Wang 14 53 0 24 Jan 2020
Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation Haiyue Song Raj Dabre Zhuoyuan Mao Fei Cheng Sadao Kurohashi Eiichiro Sumita 16 2 0 23 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 76 1,778 0 22 Jan 2020
A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits 13 5 0 22 Jan 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 104 3,479 0 21 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 261 1,597 0 21 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 35 17 0 06 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 36 33 0 04 Jan 2020
Morphological Word Segmentation on Agglutinative Languages for Neural Machine Translation Yirong Pan Xiao Li Yating Yang Rui Dong 24 27 0 02 Jan 2020
Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation Haiyue Song Raj Dabre Atsushi Fujita Sadao Kurohashi 37 4 0 26 Dec 2019
Tag-less Back-Translation Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 21 11 0 22 Dec 2019
Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling Boyi Deng Baosong Yang Derek F. Wong Lidia S. Chao Haihua Du B. Ao 33 21 0 11 Dec 2019
Explaining Sequence-Level Knowledge Distillation as Data-Augmentation for Neural Machine Translation Mitchell A. Gordon Kevin Duh 16 28 0 06 Dec 2019
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue Jun Quan Deyi Xiong 16 17 0 05 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 35 313 0 04 Dec 2019
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation Rongxiang Weng Heng Yu Shujian Huang Shanbo Cheng Weihua Luo 23 66 0 04 Dec 2019
Language Model Bootstrapping Using Neural Machine Translation For Conversational Speech Recognition Surabhi Punjabi Harish Arsikere Sri Garimella 4 9 0 02 Dec 2019
Just Ask:An Interactive Learning Framework for Vision and Language Navigation Ta-Chung Chi Mihail Eric Seokhwan Kim Minmin Shen Dilek Z. Hakkani-Tür 19 71 0 02 Dec 2019
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 56 74 0 28 Nov 2019
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 47 1,378 0 28 Nov 2019
Jejueo Datasets for Machine Translation and Speech Synthesis Kyubyong Park Yo Joong Choe Jiyeon Ham 17 5 0 27 Nov 2019
Iterative Batch Back-Translation for Neural Machine Translation: A Conceptual Model Idris Abdulmumin B. Galadanci Abubakar Isa 16 0 0 26 Nov 2019
Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks Yong Wang Longyue Wang Shuming Shi V. Li Zhaopeng Tu 20 25 0 22 Nov 2019
Generating Diverse Translation by Manipulating Multi-Head Attention Zewei Sun Shujian Huang Hao-Ran Wei Xinyu Dai Jiajun Chen 14 34 0 21 Nov 2019
On Using SpecAugment for End-to-End Speech Translation Parnia Bahar Albert Zeyer Ralf Schluter Hermann Ney 33 53 0 20 Nov 2019
Improving Robustness of Task Oriented Dialog Systems Arash Einolghozati Sonal Gupta Mrinal Mohit Rushin Shah 40 22 0 12 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 88 2,368 0 11 Nov 2019
Language Model-Driven Unsupervised Neural Machine Translation Wei Zhang Y. Lin Ruoran Ren Xiaodong Wang Zhenshuang Liang Zhen Huang 20 0 0 10 Nov 2019
Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau 37 11 0 10 Nov 2019
Domain Robustness in Neural Machine Translation Mathias Müller Annette Rios Gonzales Rico Sennrich 33 95 0 08 Nov 2019
Microsoft Research Asia's Systems for WMT19 Yingce Xia Xu Tan Fei Tian Fei Gao Weicong Chen ... Yiren Wang Lijun Wu Jinhua Zhu Tao Qin Tie-Yan Liu VLM 32 26 0 07 Nov 2019
Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing Haoming Jiang Chen Liang Chong-Jun Wang T. Zhao 13 33 0 07 Nov 2019
Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation Nikolay Bogoychev Rico Sennrich 16 50 0 06 Nov 2019
Data Diversification: A Simple Strategy For Neural Machine Translation Xuan-Phi Nguyen Chenyu You Wu Kui Ai Ti Aw 17 15 0 05 Nov 2019
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding Pan Zhou Ruchao Fan Wei Chen Jia Jia 11 26 0 01 Nov 2019
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness Alexandre Berard Ioan Calapodescu Marc Dymetman Claude Roux Jean-Luc Meunier Vassilina Nikoulina 19 27 0 31 Oct 2019
Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation Sébastien Jean Ankur Bapna Orhan Firat 22 7 0 30 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 45 732 0 28 Oct 2019