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
NEJM-enzh: A Parallel Corpus for English-Chinese Translation in the Biomedical Domain Boxiang Liu Liang Huang LM&MA 21 5 0 18 May 2020
Dual Learning: Theoretical Study and an Algorithmic Extension Zhibing Zhao Yingce Xia Tao Qin Lirong Xia Tie-Yan Liu 34 11 0 17 May 2020
Parallel Data Augmentation for Formality Style Transfer Yi Zhang Tao Ge Xu Sun 16 79 0 14 May 2020
Diversifying Dialogue Generation with Non-Conversational Text Hui Su Xiaoyu Shen Sanqiang Zhao Xiao Zhou Pengwei Hu Randy Zhong Cheng Niu Jie Zhou 30 46 0 09 May 2020
Learning Robust Models for e-Commerce Product Search Thanh V. Nguyen Nikhil S. Rao Karthik Subbian CML NoLa OOD 24 20 0 07 May 2020
JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation Zhuoyuan Mao Fabien Cromierès Raj Dabre Haiyue Song Sadao Kurohashi 26 4 0 07 May 2020
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting Po-Yao (Bernie) Huang Junjie Hu Xiaojun Chang Alexander G. Hauptmann 36 50 0 06 May 2020
Data Augmentation for Hypernymy Detection Thomas Kober Julie Weeds Lorenzo Bertolini David J. Weir 36 18 0 04 May 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual Data Jiawei Zhou Phillip Keung 30 26 0 02 May 2020
A Comprehensive Survey of Grammar Error Correction Yu Wang Yuelin Wang Jie Liu Zhuowei Liu 29 33 0 02 May 2020
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation Xabier Soto D. Shterionov Alberto Poncelas Andy Way SyDa 21 17 0 01 May 2020
Facilitating Access to Multilingual COVID-19 Information via Neural Machine Translation Andy Way Rejwanul Haque Guodong Xie F. Gaspari Maja Popovic Alberto Poncelas 17 10 0 01 May 2020
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern D. Song AAML 30 120 0 30 Apr 2020
Language Model Prior for Low-Resource Neural Machine Translation Christos Baziotis Barry Haddow Alexandra Birch 18 53 0 30 Apr 2020
Progressive Transformers for End-to-End Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 38 128 0 30 Apr 2020
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation Shoetsu Sato Jin Sakuma Naoki Yoshinaga Masashi Toyoda M. Kitsuregawa 32 3 0 30 Apr 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li Chengbo Chen Xiaojun Quan Qing Ling Yan Song 40 95 0 30 Apr 2020
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders Yanbin Zhao Lu Chen Zhi Chen Kai Yu 38 38 0 30 Apr 2020
Simulated Multiple Reference Training Improves Low-Resource Machine Translation Huda Khayrallah Brian Thompson Matt Post Philipp Koehn 28 38 0 30 Apr 2020
Syntax-aware Data Augmentation for Neural Machine Translation Sufeng Duan Hai Zhao Dongdong Zhang Rui Wang 24 16 0 29 Apr 2020
Morphological Disambiguation of South Sámi with FSTs and Neural Networks Mika Hämäläinen Linda Wiechetek 14 6 0 29 Apr 2020
Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness Reina Akama Sho Yokoi Jun Suzuki Kentaro Inui 24 0 0 29 Apr 2020
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP M Saiful Bari Tasnim Mohiuddin Shafiq Joty 34 24 0 28 Apr 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Jiaao Chen Zichao Yang Diyi Yang VLM 44 357 0 25 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 35 91 0 24 Apr 2020
Multiple Segmentations of Thai Sentences for Neural Machine Translation Alberto Poncelas Wichaya Pidchamook Chao-Hong Liu J. Hadley Andy Way 18 7 0 23 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 44 70 0 22 Apr 2020
Testing Machine Translation via Referential Transparency Pinjia He Clara Meister Z. Su 16 49 0 22 Apr 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Tiejun Zhao AIMat 28 47 0 21 Apr 2020
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Joongbo Shin Yoonhyung Lee Seunghyun Yoon Kyomin Jung OOD 31 12 0 17 Apr 2020
BLEU might be Guilty but References are not Innocent Markus Freitag David Grangier Isaac Caswell 6 147 0 13 Apr 2020
Neural Machine Translation: Challenges, Progress and Future Jiajun Zhang Chengqing Zong 31 52 0 13 Apr 2020
When Does Unsupervised Machine Translation Work? Kelly Marchisio Kevin Duh Philipp Koehn LRM 49 75 0 12 Apr 2020
Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe Gorka Labaka Eneko Agirre 27 115 0 09 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 51 1,454 0 09 Apr 2020
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Tiejun Zhao 6 14 0 09 Apr 2020
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation Stig-Arne Gronroos Sami Virpioja M. Kurimo 33 6 0 08 Apr 2020
Dynamic Data Selection and Weighting for Iterative Back-Translation Zi-Yi Dou Antonios Anastasopoulos Graham Neubig 29 50 0 07 Apr 2020
Improving Fluency of Non-Autoregressive Machine Translation Zdeněk Kasner Jindrich Libovický Jindvrich Helcl AI4CE 14 8 0 07 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 27 6 0 07 Apr 2020
Meta-Learning for Few-Shot NMT Adaptation Amr Sharaf Hany Hassan Hal Daumé 19 35 0 06 Apr 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight Hengyi Cai Hongshen Chen Yonghao Song Cheng Zhang Xiaofang Zhao Dawei Yin 25 71 0 06 Apr 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 40 23 0 06 Apr 2020
PONE: A Novel Automatic Evaluation Metric for Open-Domain Generative Dialogue Systems Tian Lan Xian-Ling Mao Wei Wei Xiaoyan Gao Heyan Huang 41 7 0 06 Apr 2020
Incorporating Bilingual Dictionaries for Low Resource Semi-Supervised Neural Machine Translation Sreyashi Nag Mihir Kale Varun Lakshinarasimhan Swapnil Singhavi 25 12 0 05 Apr 2020
Low Resource Neural Machine Translation: A Benchmark for Five African Languages Surafel Melaku Lakew Matteo Negri Marco Turchi AIMat 17 27 0 31 Mar 2020
On the Integration of LinguisticFeatures into Statistical and Neural Machine Translation Eva Vanmassenhove 14 0 0 31 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 60 121 0 26 Mar 2020
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Harish Tayyar Madabushi E. Kochkina Michael Castelle 12 106 0 16 Mar 2020
Capturing document context inside sentence-level neural machine translation models with self-training Elman Mansimov Gábor Melis Lei Yu 44 13 0 11 Mar 2020