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
Domain Adaptation of Neural Machine Translation by Lexicon Induction Junjie Hu Mengzhou Xia Graham Neubig J. Carbonell 30 75 0 02 Jun 2019
Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing António Vilarinho Lopes M. Amin Farajian Gonçalo M. Correia Jonay Trénous André F. T. Martins 33 35 0 30 May 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 18 223 0 28 May 2019
Soft Contextual Data Augmentation for Neural Machine Translation Jinhua Zhu Fei Gao Lijun Wu Yingce Xia Tao Qin Wen-gang Zhou Xueqi Cheng Tie-Yan Liu 27 125 0 25 May 2019
An Analysis of Source-Side Grammatical Errors in NMT Antonios Anastasopoulos 6 16 0 24 May 2019
Corpus Augmentation by Sentence Segmentation for Low-Resource Neural Machine Translation Jinyi Zhang Tadahiro Matsumoto 22 32 0 22 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 16 202 0 14 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
A Brief Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 27 4 0 14 May 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 44 101 0 13 May 2019
Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks Chunxu Zhang Jiaxu Cui Bo Yang 29 3 0 06 May 2019
UFRGS Participation on the WMT Biomedical Translation Shared Task Felipe Soares Karin Becker 11 5 0 06 May 2019
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 36 458 0 02 May 2019
Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text M. Baskar Shinji Watanabe Ramón Fernández Astudillo Takaaki Hori L. Burget J. Černocký 36 41 0 30 Apr 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 61 2,290 0 29 Apr 2019
Code-Switching for Enhancing NMT with Pre-Specified Translation Kai Song Yue Zhang Heng Yu Weihua Luo Kun Wang Min Zhang 35 116 0 19 Apr 2019
Unsupervised Singing Voice Conversion Eliya Nachmani Lior Wolf 21 55 0 13 Apr 2019
Corpora Generation for Grammatical Error Correction Jared Lichtarge C. Alberti Shankar Kumar Noam M. Shazeer Niki Parmar Simon Tong 33 141 0 10 Apr 2019
APE at Scale and its Implications on MT Evaluation Biases Markus Freitag Isaac Caswell Scott Roy ALM 14 8 0 09 Apr 2019
Bilingual-GAN: A Step Towards Parallel Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh 22 208 0 09 Apr 2019
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout Hao Tan Licheng Yu Joey Tianyi Zhou SSL 28 316 0 08 Apr 2019
Improving Domain Adaptation Translation with Domain Invariant and Specific Information Shuhao Gu Yang Feng Qun Liu 9 37 0 08 Apr 2019
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression Christos Baziotis Ion Androutsopoulos Ioannis Konstas Alexandros Potamianos 25 83 0 07 Apr 2019
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models Victor Prokhorov Mohammad Taher Pilehvar Nigel Collier 9 7 0 05 Apr 2019
Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat Ankur P. Parikh 24 57 0 04 Apr 2019
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation Jiawei Wu Xin Eric Wang William Yang Wang 36 39 0 04 Apr 2019
Using Monolingual Data in Neural Machine Translation: a Systematic Study Franck Burlot François Yvon 19 97 0 27 Mar 2019
Low Resource Text Classification with ULMFit and Backtranslation Sam Shleifer VLM 19 57 0 21 Mar 2019
CVIT-MT Systems for WAT-2018 Jerin Philip Vinay P. Namboodiri C. V. Jawahar 18 10 0 19 Mar 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation N. Arivazhagan Ankur Bapna Orhan Firat Roee Aharoni Melvin Johnson Wolfgang Macherey 34 116 0 17 Mar 2019
Formality Style Transfer with Hybrid Textual Annotations Ruochen Xu Tao Ge Furu Wei 27 41 0 15 Mar 2019
Chinese-Japanese Unsupervised Neural Machine Translation Using Sub-character Level Information Longtu Zhang Mamoru Komachi 20 10 0 01 Mar 2019
Non-Parametric Adaptation for Neural Machine Translation Ankur Bapna Orhan Firat 24 73 0 28 Feb 2019
Jointly Optimizing Diversity and Relevance in Neural Response Generation Xiang Gao Sungjin Lee Yizhe Zhang Chris Brockett Michel Galley Jianfeng Gao W. Dolan 13 82 0 28 Feb 2019
Lost in Machine Translation: A Method to Reduce Meaning Loss Reuben Cohn-Gordon Noah D. Goodman 11 18 0 25 Feb 2019
Improving Robustness of Machine Translation with Synthetic Noise Vaibhav Sumeet Singh Craig Alan Stewart Graham Neubig 21 83 0 25 Feb 2019
On the Use of Emojis to Train Emotion Classifiers Wegdan A. Hussien M. Al-Ayyoub Yahya M. Tashtoush M. Al-Kabi 14 11 0 24 Feb 2019
Augmenting Neural Machine Translation with Knowledge Graphs Diego Moussallem Mihael Arcan A. N. Ngomo P. Buitelaar 25 21 0 23 Feb 2019
A spelling correction model for end-to-end speech recognition Jinxi Guo Tara N. Sainath Ron J. Weiss AuLLM KELM 32 139 0 19 Feb 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English Francisco Guzmán Peng-Jen Chen Myle Ott J. Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary MarcÁurelio Ranzato 27 144 0 04 Feb 2019
An Effective Approach to Unsupervised Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 28 152 0 04 Feb 2019
Unsupervised Clinical Language Translation W. Weng Yu-An Chung Peter Szolovits LM&MA 22 34 0 04 Feb 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 37 1,913 0 31 Jan 2019
Data-to-Text Generation with Style Imitation Shuai Lin Wentao Wang Zichao Yang Haoran Shi Frank F. Xu Eric Xing Zhiting Hu 36 7 0 28 Jan 2019
Context in Neural Machine Translation: A Review of Models and Evaluations Andrei Popescu-Belis MedIm 15 28 0 25 Jan 2019
Unsupervised Neural Machine Translation with SMT as Posterior Regularization Shuo Ren Zhirui Zhang Shujie Liu M. Zhou Shuai Ma 15 60 0 14 Jan 2019
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder Yunsu Kim Jiahui Geng Hermann Ney 19 41 0 06 Jan 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 25 999 0 26 Dec 2018
A Hierarchical Neural Network for Sequence-to-Sequences Learning Si Zuo Zhimin Xu AIMat 6 1 0 23 Nov 2018
The ADAPT System Description for the IWSLT 2018 Basque to English Translation Task Alberto Poncelas Andy Way K. Sarasola 10 13 0 14 Nov 2018