Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

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

50 / 1,202 papers shown

Title
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations Ke M. Tran Ming Tan 8 7 0 03 Nov 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks Bosheng Ding Linlin Liu Lidong Bing Canasai Kruengkrai Thien Hai Nguyen Shafiq Joty Luo Si Chunyan Miao 38 31 0 03 Nov 2020
Improving Dialogue Breakdown Detection with Semi-Supervised Learning Nathan Ng Marzyeh Ghassemi Narendran Thangarajan Jiacheng Pan Qi Guo 18 8 0 30 Oct 2020
Multitask Training with Text Data for End-to-End Speech Recognition Peidong Wang Tara N. Sainath Ron J. Weiss 26 27 0 27 Oct 2020
Exploiting Neural Query Translation into Cross Lingual Information Retrieval Liang Yao Baosong Yang Haibo Zhang Weihua Luo Boxing Chen 22 12 0 26 Oct 2020
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval Tianchi Bi Liang Yao Baosong Yang Haibo Zhang Weihua Luo Boxing Chen 270 15 0 26 Oct 2020
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task Alexandra Chronopoulou Dario Stojanovski Viktor Hangya Alexander Fraser 42 5 0 25 Oct 2020
Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model Amane Sugiyama Naoki Yoshinaga 28 10 0 24 Oct 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-wei Lee Charu C. Aggarwal Aston Zhang AI4TS 42 26 0 24 Oct 2020
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data David Lowell Brian Howard Zachary Chase Lipton Byron C. Wallace 62 23 0 22 Oct 2020
Not all parameters are born equal: Attention is mostly what you need Nikolay Bogoychev MoE 30 7 0 22 Oct 2020
CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 Ivana Kvapilíková Tom Kocmi Ondrej Bojar 31 5 0 22 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 34 62 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 41 838 0 21 Oct 2020
Pushing the Limits of AMR Parsing with Self-Learning Young-Suk Lee Ramón Fernández Astudillo Tahira Naseem Revanth Reddy Gangi Reddy Radu Florian Salim Roukos AI4TS AIMat 44 27 0 20 Oct 2020
Diving Deep into Context-Aware Neural Machine Translation Jingjing Huo Christian Herold Yingbo Gao Leonard Dahlmann Shahram Khadivi Hermann Ney 82 23 0 19 Oct 2020
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation Dusan Varis Ondrej Bojar 38 16 0 19 Oct 2020
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning Cheonbok Park Yunwon Tae Taehee Kim Soyoung Yang Mohammad Azam Khan Lucy Park Jaegul Choo 115 17 0 18 Oct 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 151 66 0 16 Oct 2020
Detecting ESG topics using domain-specific language models and data augmentation approaches Timothy Nugent N. Stelea Jochen L. Leidner 39 13 0 16 Oct 2020
DiDi's Machine Translation System for WMT2020 Tianrun Chen Weiwei Wang Wenyang Wei Xing Shi Xiangang Li Jieping Ye Kevin Knight 28 2 0 16 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 29 25 0 15 Oct 2020
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses Prathyusha Jwalapuram Shafiq Joty Youlin Shen 24 8 0 15 Oct 2020
Multi-Task Learning for Cross-Lingual Abstractive Summarization Sho Takase Naoaki Okazaki 61 19 0 15 Oct 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji Chao Zhang Jiawei Han VLM 55 76 0 14 Oct 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan Lianhui Qin Eric Xing Zhiting Hu 32 38 0 14 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 35 238 0 12 Oct 2020
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation Dongxu Li Chenchen Xu Xin Yu Kaihao Zhang Ben Swift H. Suominen Hongdong Li SLR 13 122 0 12 Oct 2020
On Task-Level Dialogue Composition of Generative Transformer Model Prasanna Parthasarathi Arvind Neelakantan Sharan Narang 25 2 0 09 Oct 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization Shiyue Zhang B. Frey Joey Tianyi Zhou 45 29 0 09 Oct 2020
Online Back-Parsing for AMR-to-Text Generation Xuefeng Bai Linfeng Song Yue Zhang 31 17 0 09 Oct 2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Luxi Xing Weihua Luo UQLM BDL 24 22 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 37 280 0 09 Oct 2020
Q-learning with Language Model for Edit-based Unsupervised Summarization Ryosuke Kohita Akifumi Wachi Yang Zhao Ryuki Tachibana KELM 16 4 0 09 Oct 2020
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling Parker Riley Noah Constant Mandy Guo Girish Kumar David C. Uthus Zarana Parekh 47 54 0 08 Oct 2020
Adaptive Self-training for Few-shot Neural Sequence Labeling Yaqing Wang Subhabrata Mukherjee Haoda Chu Yuancheng Tu Ming Wu Jing Gao Ahmed Hassan Awadallah VLM 18 34 0 07 Oct 2020
MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics Anthony Chen Gabriel Stanovsky Sameer Singh Matt Gardner 19 50 0 07 Oct 2020
Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation Valentin Barrière A. Balahur 19 36 0 07 Oct 2020
Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation Weijia Xu Xing Niu Marine Carpuat 16 9 0 07 Oct 2020
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information Zehui Lin Xiao Pan Mingxuan Wang Xipeng Qiu Jiangtao Feng Hao Zhou Lei Li 23 125 0 07 Oct 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Faisal Ladhak Esin Durmus Claire Cardie Kathleen McKeown CVBM 23 197 0 07 Oct 2020
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation Wenxiang Jiao Xing Wang Shilin He Irwin King Michael R. Lyu Zhaopeng Tu 36 26 0 06 Oct 2020
An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Kyubyong Park Joohong Lee Seongbo Jang Dawoon Jung 14 61 0 06 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang Chengxiang Zhai Hany Awadalla 37 68 0 06 Oct 2020
Iterative Domain-Repaired Back-Translation Hao-Ran Wei Zhirui Zhang Boxing Chen Weihua Luo 60 25 0 06 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 16 163 0 05 Oct 2020
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset Angel Daza Anette Frank 24 30 0 05 Oct 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Shayne Longpre Yu Wang Christopher DuBois ViT 24 84 0 05 Oct 2020
On the Effects of Knowledge-Augmented Data in Word Embeddings Diego Ramirez Echavarria Antonis Bikakis Luke Dickens Rob Miller A. Vlachidis 48 1 0 05 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 15 37 0 04 Oct 2020