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Consistency by Agreement in Zero-shot Neural Machine Translation

4 April 2019

Papers citing "Consistency by Agreement in Zero-shot Neural Machine Translation"

36 / 36 papers shown

Title
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 423 0 0 14 Mar 2025
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation Lia Shahnazaryan Meriem Beloucif 122 1 0 21 Aug 2024
Direct Neural Machine Translation with Task-level Mixture of Experts models Isidora Chara Tourni Subhajit Naskar MoE 182 0 0 18 Oct 2023
TPDM: Selectively Removing Positional Information for Zero-shot Translation via Token-Level Position Disentangle Module Xingran Chen Ge Zhang Jie Fu 117 2 0 31 May 2023
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation InstructionsTransactions of the Association for Computational Linguistics (TACL), 2023 Jiahuan Li Hao Zhou Shujian Huang Shan Chen Jiajun Chen LRM 318 77 0 24 May 2023
Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation Zhuoyuan Mao Israfel Salazar Mary Dabre Chenhui Chu Sadao Kurohashi 140 0 0 17 May 2023
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhuoyuan Mao Mary Dabre Qianying Liu Israfel Salazar Chenhui Chu Sadao Kurohashi 120 7 0 16 May 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency RegularizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pengzhi Gao Liwen Zhang Zhongjun He Hua Wu Haifeng Wang 100 15 0 12 May 2023
Learning an Artificial Language for Knowledge-Sharing in Multilingual TranslationConference on Machine Translation (WMT), 2022 Danni Liu Jan Niehues 143 7 0 02 Nov 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-MappingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shuhao Gu Yang Feng 151 11 0 28 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and reviewNature Machine Intelligence (Nat. Mach. Intell.), 2022 Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Robert Bamler Zhijing Jin 504 128 0 06 Oct 2022
Understanding and Mitigating the Uncertainty in Zero-Shot TranslationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 137 11 0 20 May 2022
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yong Cheng Ankur Bapna Orhan Firat Yuan Cao Pidong Wang Wolfgang Macherey 134 14 0 15 Mar 2022
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation Guanhua Chen Shuming Ma Yun-Nung Chen Dongdong Zhang Jia Pan Wenping Wang Furu Wei LRM 153 18 0 16 Oct 2021
A Survey on Low-Resource Neural Machine TranslationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 173 67 0 09 Jul 2021
Language Tags Matter for Zero-Shot Neural Machine TranslationFindings (Findings), 2021 Liwei Wu Shanbo Cheng Mingxuan Wang Lei Li 3DV 146 39 0 15 Jun 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Wei-Jen Ko Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Naman Goyal Francisco Guzmán Pascale Fung Philipp Koehn Mona T. Diab 145 49 0 31 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiao Pan Mingxuan Wang Liwei Wu Lei Li 270 226 0 20 May 2021
Modeling Coverage for Non-Autoregressive Neural Machine TranslationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Yong Shan Yang Feng Chenze Shao 155 5 0 24 Apr 2021
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Mohammad Sadegh Rasooli Chris Callison-Burch Derry Wijaya CLIP 200 6 0 16 Apr 2021
Self-Learning for Zero Shot Neural Machine Translation Surafel Melaku Lakew Matteo Negri Marco Turchi 125 1 0 10 Mar 2021
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-DecodersIEEE International Joint Conference on Neural Network (IJCNN), 2021 Junwei Liao Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 125 12 0 12 Feb 2021
Complete Multilingual Neural Machine TranslationConference on Machine Translation (WMT), 2020 Markus Freitag Orhan Firat 148 44 0 20 Oct 2020
Revisiting Modularized Multilingual NMT to Meet Industrial DemandsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 133 21 0 19 Oct 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare LanguagesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 213 33 0 23 Sep 2020
Discrete Latent Variable Representations for Low-Resource Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Shuning Jin Sam Wiseman K. Stratos Karen Livescu BDL 158 16 0 11 Jun 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 190 6 0 07 Apr 2020
Reference Language based Unsupervised Neural Machine TranslationFindings (Findings), 2020 Z. Li Hai Zhao Rui Wang Masao Utiyama Eiichiro Sumita 175 27 0 05 Apr 2020
A Multilingual View of Unsupervised Machine TranslationFindings (Findings), 2020 Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 240 37 0 07 Feb 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Mary Dabre Chenhui Chu Anoop Kunchukuttan LRM 312 34 0 04 Jan 2020
Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019 Baijun Ji Zhirui Zhang Xiangyu Duan Min Zhang Boxing Chen Weihua Luo 171 68 0 03 Dec 2019
Controlling Neural Machine Translation Formality with Synthetic SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2019 Xing Niu Marine Carpuat 169 36 0 20 Nov 2019
Investigating Multilingual NMT Representations at ScaleConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 320 130 0 05 Sep 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 211 446 0 11 Jul 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation ModelsConference on Machine Translation (WMT), 2019 Chris Hokamp John Glover D. Ghalandari 137 14 0 24 Jun 2019
Improving Zero-shot Translation with Language-Independent ConstraintsConference on Machine Translation (WMT), 2019 Ngoc-Quan Pham Jan Niehues Thanh-Le Ha A. Waibel 116 64 0 20 Jun 2019