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
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling Ernie Chang Vera Demberg Alex Marin NoLa 21 25 0 06 Feb 2021
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers Leo Laugier John Pavlopoulos Jeffrey Scott Sorensen Lucas Dixon 22 47 0 01 Feb 2021
Synthesizing Monolingual Data for Neural Machine Translation Benjamin Marie Atsushi Fujita SyDa 11 2 0 29 Jan 2021
A Neural Few-Shot Text Classification Reality Check Thomas Dopierre Christophe Gravier Wilfried Logerais VLM 22 18 0 28 Jan 2021
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification Manoj Kumar Varun Kumar Hadrien Glaude Cyprien delichy Aman Alok Rahul Gupta VLM 49 18 0 28 Jan 2021
Exploring multi-task multi-lingual learning of transformer models for hate speech and offensive speech identification in social media Sudhanshu Mishra S. Prasad Shubhanshu Mishra 15 22 0 27 Jan 2021
A Comparison of Approaches to Document-level Machine Translation Zhiyi Ma Sergey Edunov Michael Auli 23 13 0 26 Jan 2021
Empirical Evaluation of Supervision Signals for Style Transfer Models Yevgeniy Puzikov Simoes Stanley Iryna Gurevych Immanuel Schweizer 27 0 0 15 Jan 2021
Text Augmentation in a Multi-Task View Jason W. Wei Chengyu Huang Shiqi Xu Soroush Vosoughi 28 13 0 14 Jan 2021
Substructure Substitution: Structured Data Augmentation for NLP Freda Shi Karen Livescu Kevin Gimpel 194 41 0 02 Jan 2021
SDA: Improving Text Generation with Self Data Augmentation Ping Yu Ruiyi Zhang Yang Zhao Yizhe Zhang Chunyuan Li Changyou Chen 33 2 0 02 Jan 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 31 19 0 01 Jan 2021
FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation Wenhao Zhu Shujian Huang Tong Pu Pingxuan Huang Xu Zhang Jian Yu Wei Chen Yanfeng Wang Jiajun Chen AI4CE 21 3 0 31 Dec 2020
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora Ouyang Xuan Shuohuan Wang Chao Pang Yu Sun Hao Tian Hua Wu Haifeng Wang 64 100 0 31 Dec 2020
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders Shuming Ma Jian Yang Haoyang Huang Zewen Chi Li Dong ... Akiko Eriguchi Saksham Singhal Xia Song Arul Menezes Furu Wei LRM 26 33 0 31 Dec 2020
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 53 106 0 31 Dec 2020
Fully Synthetic Data Improves Neural Machine Translation with Knowledge Distillation Alham Fikri Aji Kenneth Heafield 17 3 0 31 Dec 2020
Synthetic Source Language Augmentation for Colloquial Neural Machine Translation Asrul Sani Ariesandy Mukhlis Amien Alham Fikri Aji Radityo Eko Prasojo 11 2 0 30 Dec 2020
Deep Evolutionary Learning for Molecular Design Yifeng Li H. K. Ooi A. Tchagang 27 14 0 28 Dec 2020
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020 Ramchandra Joshi Rushabh Karnavat Kaustubh Jirapure Raviraj Joshi 33 0 0 22 Dec 2020
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems Yunmo Chen Sixing Lu Fan Yang Xiaojiang Huang Xing Fan Chenlei Guo 30 3 0 21 Dec 2020
Finding Sparse Structures for Domain Specific Neural Machine Translation Jianze Liang Chengqi Zhao Mingxuan Wang Xipeng Qiu Lei Li CLL 27 4 0 19 Dec 2020
NeurST: Neural Speech Translation Toolkit Chengqi Zhao Mingxuan Wang Qianqian Dong Rong Ye Lei Li 42 32 0 18 Dec 2020
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French,English - Vietnamese Thi-Vinh Ngo Phuong-Thai Nguyen Thanh-Le Ha Khac-Quy Dinh Le-Minh Nguyen 11 9 0 16 Dec 2020
Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings Qipeng Guo Zhijing Jin Ziyu Wang Xipeng Qiu Weinan Zhang Jun Zhu Zheng Zhang David Wipf 43 13 0 14 Dec 2020
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling Yutai Hou Sanyuan Chen Wanxiang Che Cheng Chen Ting Liu 20 19 0 13 Dec 2020
Automatic Standardization of Colloquial Persian Mohammad Sadegh Rasooli Farzane Bakhtyari F. Shafiei Mahsa Ravanbakhsh Chris Callison-Burch 12 4 0 10 Dec 2020
Exploring Pair-Wise NMT for Indian Languages Kartheek Akella Sai Himal Allu S. Ragupathi Aman Singhal Zeeshan Khan Vinay P. Namboodiri C. V. Jawahar 40 7 0 10 Dec 2020
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization Yinuo Guo Hualei Zhu Zeqi Lin Bei Chen Jian-Guang Lou Dongmei Zhang BDL 193 26 0 08 Dec 2020
Reciprocal Supervised Learning Improves Neural Machine Translation Minkai Xu Mingxuan Wang Zhouhan Lin Hao Zhou Weinan Zhang Lei Li 20 0 0 05 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 28 107 0 05 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 30 35 0 04 Dec 2020
CUT: Controllable Unsupervised Text Simplification Oleg Kariuk Dima Karamshuk 34 6 0 03 Dec 2020
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization Kien Do T. Tran Svetha Venkatesh BDL 22 3 0 03 Dec 2020
Self-Explaining Structures Improve NLP Models Zijun Sun Chun Fan Qinghong Han Xiaofei Sun Yuxian Meng Fei Wu Jiwei Li MILM XAI LRM FAtt 56 38 0 03 Dec 2020
Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning Ricardo Guerrero Hai Xuan Pham Vladimir Pavlovic 19 23 0 02 Dec 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 25 22 0 30 Nov 2020
Using Multiple Subwords to Improve English-Esperanto Automated Literary Translation Quality Alberto Poncelas J. Buts J. Hadley Andy Way 29 2 0 28 Nov 2020
Regularizing Recurrent Neural Networks via Sequence Mixup Armin Karamzade Amir Najafi S. Motahari 24 0 0 27 Nov 2020
The Ubiqus English-Inuktitut System for WMT20 François Hernandez Vincent Nguyen 41 6 0 18 Nov 2020
Predictions For Pre-training Language Models Tonglei Guo 6 0 0 18 Nov 2020
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining Zijun Sun Chun Fan Xiaofei Sun Yuxian Meng Fei Wu Jiwei Li 32 9 0 17 Nov 2020
Facebook AI's WMT20 News Translation Task Submission Peng-Jen Chen Ann Lee Changhan Wang Naman Goyal Angela Fan Mary Williamson Jiatao Gu VLM 27 37 0 16 Nov 2020
A Hybrid Approach for Improved Low Resource Neural Machine Translation using Monolingual Data Idris Abdulmumin B. Galadanci Abubakar Isa Habeebah Adamu Kakudi Ismaila Idris Sinan 21 6 0 14 Nov 2020
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling Shruti Bhosale Kyra Yee Sergey Edunov Michael Auli 50 7 0 13 Nov 2020
From Unsupervised Machine Translation To Adversarial Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh GAN 24 3 0 10 Nov 2020
Translating Similar Languages: Role of Mutual Intelligibility in Multilingual Transformers Ife Adebara El Moatez Billah Nagoudi Muhammad Abdul-Mageed 6 10 0 10 Nov 2020
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation Takumi Aoki Shunsuke Kitada Hitoshi Iyatomi 36 2 0 09 Nov 2020
Optimizing Transformer for Low-Resource Neural Machine Translation Ali Araabi Christof Monz VLM 46 78 0 04 Nov 2020
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations Ke M. Tran Ming Tan 6 7 0 03 Nov 2020