Exploiting Curriculum Learning in Unsupervised Neural Machine Translation

23 September 2021

Papers citing "Exploiting Curriculum Learning in Unsupervised Neural Machine Translation"

26 / 26 papers shown

Title
2D-Curri-DPO: Two-Dimensional Curriculum Learning for Direct Preference Optimization Mengyang Li Zhong Zhang 64 1 0 10 Apr 2025
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 62 22 0 30 Nov 2020
Self-Paced Learning for Neural Machine Translation Boyi Deng Baosong Yang Derek F. Wong Yikai Zhou Lidia S. Chao Haibo Zhang Boxing Chen 113 49 0 09 Oct 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 73 33 0 16 Sep 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 60 74 0 16 Jun 2020
Norm-Based Curriculum Learning for Neural Machine Translation Xuebo Liu Houtim Lai Derek F. Wong Lidia S. Chao 52 120 0 03 Jun 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 79 63 0 03 May 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 126 1,811 0 22 Jan 2020
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation Shuo Ren Yu-Huan Wu Shujie Liu M. Zhou Shuai Ma 71 44 0 31 Aug 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation Shuo Wang Yang Liu Chao Wang Huanbo Luan Maosong Sun UQLM 79 82 0 31 Aug 2019
Curriculum Learning for Domain Adaptation in Neural Machine Translation Xuan Zhang Pamela Shapiro Manish Kumar Paul McNamee Marine Carpuat Kevin Duh 64 124 0 14 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 117 966 0 07 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 346 5,860 0 21 Apr 2019
Competence-based Curriculum Learning for Neural Machine Translation Emmanouil Antonios Platanios Otilia Stretcu Graham Neubig Barnabás Póczós Tom Michael Mitchell 89 344 0 23 Mar 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 104 2,748 0 22 Jan 2019
An Empirical Exploration of Curriculum Learning for Neural Machine Translation Xuan Zhang Manish Kumar Huda Khayrallah Kenton W. Murray Jeremy Gwinnup Marianna J. Martindale Paul McNamee Kevin Duh Marine Carpuat ODL 73 112 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation Marzieh Fadaee Christof Monz 59 99 0 27 Aug 2018
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 81 345 0 03 Aug 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 67 590 0 16 May 2018
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 133 1,097 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 95 772 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 291 1,661 0 11 Oct 2017
Curriculum Learning and Minibatch Bucketing in Neural Machine Translation Tom Kocmi Ondrej Bojar 51 141 0 29 Jul 2017
Boosting Neural Machine Translation Dakun Zhang Jungi Kim Josep Crego Jean Senellart AI4CE 50 26 0 19 Dec 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 257 2,723 0 20 Nov 2015