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
Neural Machine Translation For Low Resource Languages V. Goyle Parvathy Krishnaswamy K. G. Ravikumar Utsa Chattopadhyay Kartikay Goyle 22 0 0 16 Apr 2023
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classifying Common Mental Illnesses on Social Media Posts Pratinav Seth Mihir Agarwal AI4MH 21 1 0 10 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 30 41 0 07 Apr 2023
On the Pareto Front of Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang MoE 23 5 0 06 Apr 2023
Semi-supervised Neural Machine Translation with Consistency Regularization for Low-Resource Languages Viet H. Pham Thang M. Pham Giang Nguyen Long H. B. Nguyen D. Dinh 21 0 0 02 Apr 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 54 189 0 29 Mar 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 37 141 0 28 Mar 2023
Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics Chengxi Li Kai Fan Jiajun Bu Boxing Chen Zhongqiang Huang Zhi Yu 21 7 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 23 9 0 27 Mar 2023
Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching Jiayi Yuan Ruixiang Tang Xiaoqian Jiang Xia Hu LM&MA 27 38 0 24 Mar 2023
A Deliberation-based Joint Acoustic and Text Decoder S. Mavandadi Tara N. Sainath Ke Hu Zelin Wu 21 7 0 23 Mar 2023
Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets Richard Tarbell Kim-Kwang Raymond Choo Glenn Dietrich Anthony Rios 18 9 0 22 Mar 2023
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning Rongxiang Weng Qiang Wang Wensen Cheng Changfeng Zhu Min Zhang 32 2 0 20 Mar 2023
Learning towards Selective Data Augmentation for Dialogue Generation Preslav Nakov Mingzhe Li Jiayi Zhang Xiaoqiang Xia Chen Wei Jianwei Cui Xin Gao Xiangliang Zhang Rui Yan 38 7 0 17 Mar 2023
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data Stephen Obadinma Hongyu Guo Xiao-Dan Zhu 35 2 0 05 Mar 2023
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection Rabiul Awal Roy Ka-Wei Lee Eshaan Tanwar Tanmay Garg Tanmoy Chakraborty 24 26 0 04 Mar 2023
Exploring Data Augmentation Methods on Social Media Corpora Isabel Garcia Pietri Kineret Stanley 35 0 0 03 Mar 2023
Denoising-based UNMT is more robust to word-order divergence than MASS-based UNMT Tamali Banerjee V. Rudra Murthy P. Bhattacharyya 27 0 0 02 Mar 2023
An evaluation of Google Translate for Sanskrit to English translation via sentiment and semantic analysis A. Shukla Chaarvi Bansal Sushruth Badhe Mukul Ranjan Rohitash Chandra ELM 29 13 0 28 Feb 2023
A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion Brendan O'Connor S. Dixon 24 0 0 27 Feb 2023
AugGPT: Leveraging ChatGPT for Text Data Augmentation Haixing Dai Zheng Liu Wenxiong Liao Xiaoke Huang Yihan Cao ... Lichao Sun Quanzheng Li Dinggang Shen Tianming Liu Xiang Li 43 153 0 25 Feb 2023
STA: Self-controlled Text Augmentation for Improving Text Classifications Congcong Wang Gonzalo Fiz Pontiveros Steven Derby Tri Kurniawan Wijaya 46 3 0 24 Feb 2023
SSVMR: Saliency-based Self-training for Video-Music Retrieval Xuxin Cheng Zhihong Zhu Hongxiang Li Yaowei Li Yuexian Zou 27 29 0 18 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 27 18 0 08 Feb 2023
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision Eugene Kharitonov Damien Vincent Zalan Borsos Raphaël Marinier Sertan Girgin Olivier Pietquin Matthew Sharifi Marco Tagliasacchi Neil Zeghidour 18 190 0 07 Feb 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support Stephen Obadinma Faiza Khan Khattak Shi Wang Tania Sidhom Elaine Lau ... Jaswinder Narain D. Pandya Xiao-Dan Zhu Frank Rudzicz Elham Dolatabadi AI4TS 29 3 0 07 Feb 2023
Exploring Data Augmentation for Code Generation Tasks Pinzhen Chen Gerasimos Lampouras 31 9 0 05 Feb 2023
Structure-informed Language Models Are Protein Designers Zaixiang Zheng Yifan Deng Dongyu Xue Yi Zhou YE Fei Quanquan Gu 42 87 0 03 Feb 2023
Domain Generalization Emerges from Dreaming Hwan Heo Youngjin Oh Jaewon Lee Hyunwoo J. Kim 21 2 0 02 Feb 2023
Attention Link: An Efficient Attention-Based Low Resource Machine Translation Architecture Zeping Min 19 0 0 01 Feb 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 27 276 0 17 Jan 2023
Unsupervised Mandarin-Cantonese Machine Translation Mary-Margaret Dare Valentina Fajardo Diaz Averie Ho Zoen So Yifan Wang Shibingfeng Zhang SSL 17 2 0 10 Jan 2023
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction Jun Gao Changlong Yu Wei Wang Huan Zhao Ruifeng Xu 23 33 0 06 Jan 2023
Active Learning for Neural Machine Translation Neeraj Vashistha Kritika Singh Ramakant Shakya 21 0 0 30 Dec 2022
Learning Multimodal Data Augmentation in Feature Space Zichang Liu Zhiqiang Tang Xingjian Shi Aston Zhang Mu Li Anshumali Shrivastava A. Wilson 39 19 0 29 Dec 2022
Optimizing Deep Transformers for Chinese-Thai Low-Resource Translation Wenjie Hao Hongfei Xu Lingling Mu Hongying Zan MoE 33 4 0 24 Dec 2022
On-the-fly Denoising for Data Augmentation in Natural Language Understanding Tianqing Fang Wenxuan Zhou Fangyu Liu Hongming Zhang Yangqiu Song Muhao Chen 41 1 0 20 Dec 2022
Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification Jimin Hong Jungsoo Park Daeyoung Kim Seongjae Choi Bokyung Son Jaewoo Kang 24 3 0 20 Dec 2022
On the Role of Parallel Data in Cross-lingual Transfer Learning Machel Reid Mikel Artetxe 21 10 0 20 Dec 2022
An Augmentation Strategy for Visually Rich Documents Jing Xie James Bradley Wendt Yichao Zhou Seth Ebner Sandeep Tata 13 0 0 20 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 29 3 0 19 Dec 2022
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 22 367 0 19 Dec 2022
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture Kate Pearce Sharifa Alghowinem C. Breazeal 29 16 0 14 Dec 2022
Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments Zhivar Sourati Vishnu Priya Prasanna Venkatesh D. Deshpande Himanshu Rawlani Filip Ilievski Hông-Ân Sandlin Alain Mermoud AAML 31 20 0 12 Dec 2022
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding Zheng Yuan Xiaolong Zhang Yue Wang Xuecong Hou Huiwen Xue Zhuanzhe Zhao Yongming Liu 16 1 0 12 Dec 2022
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation Zhao Li Xuebo Liu Derek F. Wong Lidia S. Chao Min Zhang CLL 33 14 0 08 Dec 2022
Learning the joint distribution of two sequences using little or no paired data Soroosh Mariooryad Matt Shannon Siyuan Ma Tom Bagby David Kao Daisy Stanton Eric Battenberg RJ Skerry-Ryan 30 2 0 06 Dec 2022
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation Yang Zhao Junnan Zhu Lu Xiang Jiajun Zhang Yu Zhou Feifei Zhai Chengqing Zong CLL 47 6 0 06 Dec 2022
Democratizing Neural Machine Translation with OPUS-MT Jörg Tiedemann Mikko Aulamo Daria Bakshandaeva M. Boggia Stig-Arne Gronroos Tommi Nieminen Alessandro Raganato Yves Scherrer Raúl Vázquez Sami Virpioja 18 28 0 04 Dec 2022
Improving Simultaneous Machine Translation with Monolingual Data Hexuan Deng Liang Ding Xuebo Liu Meishan Zhang Dacheng Tao Min Zhang 35 12 0 02 Dec 2022