Dynamic Data Selection for Neural Machine Translation

2 August 2017

Papers citing "Dynamic Data Selection for Neural Machine Translation"

26 / 26 papers shown

Title
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning E. Chimoto Jay Gala Orevaoghene Ahia Julia Kreutzer Bruce A. Bassett Sara Hooker VLM 42 4 0 29 May 2024
Separating the Wheat from the Chaff with BREAD: An open-source benchmark and metrics to detect redundancy in text Isaac Caswell Lisa Wang Isabel Papadimitriou 26 0 0 11 Nov 2023
CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models Aitor Ormazabal Mikel Artetxe Eneko Agirre 33 19 0 23 May 2023
Domain Curricula for Code-Switched MT at MixMT 2022 Lekan Raheem Maab Elrashid 24 1 0 31 Oct 2022
Domain Adaptation of Machine Translation with Crowdworkers Makoto Morishita Jun Suzuki Masaaki Nagata 29 3 0 28 Oct 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Alexander Fraser 24 3 0 21 Oct 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen Yang Liu Li Dong Shuohang Wang Chenguang Zhu Michael Zeng Yue Zhang VLM 27 45 0 10 Feb 2022
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 0 14 Apr 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Runzhe Zhan Xuebo Liu Derek F. Wong Lidia S. Chao 35 46 0 03 Mar 2021
Data Weighted Training Strategies for Grammatical Error Correction Jared Lichtarge Chris Alberti Shankar Kumar 23 46 0 07 Aug 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 27 22 0 06 Apr 2020
Tag-less Back-Translation Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 19 11 0 22 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 311 0 04 Dec 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 33 20 0 30 Oct 2019
Adaptation of Machine Translation Models with Back-translated Data using Transductive Data Selection Methods Alberto Poncelas Gideon Maillette de Buy Wenniger Andy Way 14 20 0 18 Jun 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 24 218 0 15 Jun 2019
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation Wei Wang Isaac Caswell Ciprian Chelba 28 57 0 03 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 18 231 0 29 May 2019
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 21 51 0 18 Sep 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation Marzieh Fadaee Christof Monz 19 98 0 27 Aug 2018
On the Impact of Various Types of Noise on Neural Machine Translation Huda Khayrallah Philipp Koehn AAML 34 217 0 31 May 2018
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation Rui Wang Masao Utiyama Eiichiro Sumita 32 27 0 01 May 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
Neural versus Phrase-Based Machine Translation Quality: a Case Study L. Bentivogli Arianna Bisazza Mauro Cettolo Marcello Federico 191 328 0 16 Aug 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,925 0 17 Aug 2015