Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation

27 August 2018

Christof Monz

Papers citing "Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation"

31 / 31 papers shown

Title
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation Ali Marashian Enora Rice Luke Gessler Alexis Palmer K. Wense 81 1 0 24 Feb 2025
High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering Hengjie Liu Ruibo Hou Yves Lepage 16 1 0 22 Aug 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts Jing Yang Xiao Wang Yu Zhao Yuhang Liu Fei-Yue Wang 23 2 0 04 Jun 2024
Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation Seunghyun Ji H. R. Sinulingga Darongsae Kwon 41 1 0 29 Feb 2024
On Synthetic Data for Back Translation Jiahao Xu Yubin Ruan Wei Bi Guoping Huang Shuming Shi Lihui Chen Lemao Liu 22 12 0 20 Oct 2023
Improving Simultaneous Machine Translation with Monolingual Data Hexuan Deng Liang Ding Xuebo Liu Meishan Zhang Dacheng Tao Min Zhang 33 12 0 02 Dec 2022
Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation Jinhui Ye Wenxiang Jiao Xing Wang Zhaopeng Tu SLR 8 9 0 13 Oct 2022
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 16 16 0 11 Aug 2022
Exploring Diversity in Back Translation for Low-Resource Machine Translation Laurie Burchell Alexandra Birch Kenneth Heafield 29 15 0 01 Jun 2022
Can Synthetic Translations Improve Bitext Quality? Eleftheria Briakou Marine Carpuat 17 5 0 15 Mar 2022
End-to-End Training for Back-Translation with Categorical Reparameterization Trick DongNyeong Heo Heeyoul Choi 13 0 0 17 Feb 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 32 26 0 05 Oct 2021
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation Jinliang Lu Jiajun Zhang 26 7 0 23 Sep 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 38 236 0 29 Jun 2021
On the Language Coverage Bias for Neural Machine Translation Shuo Wang Zhaopeng Tu Zhixing Tan Shuming Shi Maosong Sun Yang Liu 16 19 0 07 Jun 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation Wenxiang Jiao Xing Wang Zhaopeng Tu Shuming Shi M. Lyu Irwin King UQLM 8 35 0 02 Jun 2021
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 35 47 0 02 Jun 2021
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 16 6 0 14 Nov 2020
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses Prathyusha Jwalapuram Shafiq R. Joty Youlin Shen 19 8 0 15 Oct 2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Luxi Xing Weihua Luo UQLM BDL 16 22 0 09 Oct 2020
A Survey of Orthographic Information in Machine Translation Bharathi Raja Chakravarthi P. Rani Mihael Arcan John P. Mccrae 17 33 0 04 Aug 2020
Enhanced back-translation for low resource neural machine translation using self-training Idris Abdulmumin B. Galadanci Abubakar Isa SyDa 10 2 0 04 Jun 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 33 11 0 26 Mar 2020
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation Mikel Artetxe Gorka Labaka Noe Casas Eneko Agirre LRM 24 5 0 28 Feb 2020
Tag-less Back-Translation Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 19 11 0 22 Dec 2019
Iterative Batch Back-Translation for Neural Machine Translation: A Conceptual Model Idris Abdulmumin B. Galadanci Abubakar Isa 8 0 0 26 Nov 2019
Controllable Data Synthesis Method for Grammatical Error Correction Liner Yang Chencheng Wang Yuxiang Chen Yongping Du Erhong Yang 11 17 0 29 Sep 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation Shuo Wang Yang Liu Chao Wang Huanbo Luan Maosong Sun UQLM 32 81 0 31 Aug 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 24 218 0 15 Jun 2019
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 271 1,896 0 10 Jan 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015