ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation

8 December 2022

Min Zhang

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Papers citing "ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation"

44 / 44 papers shown

Title
Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling Zhijun Wang Xuebo Liu Min Zhang 104 11 0 23 Nov 2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation Pengzhi Gao Zhongjun He Hua Wu Haifeng Wang 68 13 0 06 Jun 2022
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation Minhan Xu Yu Hong 59 6 0 09 May 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla Logan Born Anoop Sarkar 60 16 0 01 Apr 2022
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Shuming Shi Zhaopeng Tu 69 27 0 05 Oct 2021
On the Copying Behaviors of Pre-Training for Neural Machine Translation Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Shuming Shi Zhaopeng Tu 71 25 0 17 Jul 2021
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen Hao Fei Tie-Yan Liu 78 435 0 28 Jun 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation Xin Liu Baosong Yang Dayiheng Liu Haibo Zhang Weihua Luo Min Zhang Haiying Zhang Jinsong Su 57 18 0 11 Jun 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization Jiaao Chen Dinghan Shen Weizhu Chen Diyi Yang BDL 65 47 0 31 May 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Runzhe Zhan Xuebo Liu Derek F. Wong Lidia S. Chao 75 46 0 03 Mar 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data David Lowell Brian Howard Zachary Chase Lipton Byron C. Wallace 122 23 0 22 Oct 2020
A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation Dinghan Shen Ming Zheng Yelong Shen Yanru Qu Weizhu Chen AAML 79 130 0 29 Sep 2020
Norm-Based Curriculum Learning for Neural Machine Translation Xuebo Liu Houtim Lai Derek F. Wong Lidia S. Chao 52 119 0 03 Jun 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 81 82 0 03 May 2020
Language Model Prior for Low-Resource Neural Machine Translation Christos Baziotis Barry Haddow Alexandra Birch 46 53 0 30 Apr 2020
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation Shoetsu Sato Jin Sakuma Naoki Yoshinaga Masashi Toyoda M. Kitsuregawa 51 3 0 30 Apr 2020
Simulated Multiple Reference Training Improves Low-Resource Machine Translation Huda Khayrallah Brian Thompson Matt Post Philipp Koehn 122 38 0 30 Apr 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 70 8 0 25 Dec 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 36 21 0 14 Sep 2019
Comparison of Diverse Decoding Methods from Conditional Language Models Daphne Ippolito Reno Kriz M. Kustikova João Sedoc Chris Callison-Burch AI4CE 71 114 0 14 Jun 2019
Shared-Private Bilingual Word Embeddings for Neural Machine Translation Xuebo Liu Derek F. Wong Yang Liu Lidia S. Chao Tong Xiao Jingbo Zhu 76 37 0 07 Jun 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 61 223 0 28 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 60 88 0 14 May 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 135 2,316 0 29 Apr 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 326 5,845 0 21 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 111 3,151 0 01 Apr 2019
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 54 334 0 22 Sep 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation Tom Kocmi Ondrej Bojar 83 172 0 02 Sep 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 74 343 0 25 Aug 2018
Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig Junjie Hu AI4CE 71 209 0 13 Aug 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 160 2,994 0 23 Apr 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 95 274 0 28 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin Victor O.K. Li 79 276 0 15 Feb 2018
A simple but tough-to-beat baseline for the Fake News Challenge stance detection task B. Riedel Isabelle Augenstein Georgios P. Spithourakis Sebastian Riedel 51 235 0 11 Jul 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 373 1,225 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng Victor O.K. Li 106 147 0 02 May 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 148 2,734 0 13 Apr 2017
Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling Hakan Inan Khashayar Khosravi R. Socher 110 384 0 04 Nov 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 74 734 0 20 Aug 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 78 857 0 08 Apr 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 248 2,722 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 224 7,745 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014