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Google's Multilingual Neural Machine Translation System: Enabling
  Zero-Shot Translation
v1v2 (latest)

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

14 November 2016
Melvin Johnson
M. Schuster
Quoc V. Le
M. Krikun
Yonghui Wu
Zhiwen Chen
Nikhil Thorat
F. Viégas
Martin Wattenberg
Gregory S. Corrado
Macduff Hughes
Jeffrey Dean
ArXiv (abs)PDFHTML

Papers citing "Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation"

50 / 727 papers shown
Title
Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
Yingfeng Luo
Ziqiang Xu
Yuxuan Ouyang
Murun Yang
Dingyang Lin
...
Bei Li
Peinan Feng
Quan Du
Tong Xiao
Jingbo Zhu
LRM
186
0
0
10 Nov 2025
It Takes Two: A Dual Stage Approach for Terminology-Aware Translation
It Takes Two: A Dual Stage Approach for Terminology-Aware Translation
Akshat Singh Jaswal
84
2
0
07 Nov 2025
A U-Net and Transformer Pipeline for Multilingual Image Translation
A U-Net and Transformer Pipeline for Multilingual Image Translation
Siddharth Sahay
Radhika Agarwal
36
0
0
27 Oct 2025
Flexing in 73 Languages: A Single Small Model for Multilingual Inflection
Flexing in 73 Languages: A Single Small Model for Multilingual InflectionInternational Conference on Text, Speech and Dialogue (TSD), 2025
Tomáš Sourada
Jana Straková
80
1
0
27 Oct 2025
The Role of Vocabularies in Learning Sparse Representations for Ranking
The Role of Vocabularies in Learning Sparse Representations for Ranking
Hiun Kim
Tae Kwan Lee
Taeryun Won
88
0
0
20 Sep 2025
PRIM: Towards Practical In-Image Multilingual Machine Translation
PRIM: Towards Practical In-Image Multilingual Machine Translation
Yanzhi Tian
Zeming Liu
Zhengyang Liu
Chong Feng
Xin Li
Heyan Huang
Yuhang Guo
VLM
64
0
0
05 Sep 2025
In2x at WMT25 Translation Task
In2x at WMT25 Translation Task
Lei Pang
Hanyi Mao
Quanjia Xiao
HaiXiao Liu
Xiangyi Li
88
0
0
20 Aug 2025
Optimal Corpus Aware Training for Neural Machine Translation
Optimal Corpus Aware Training for Neural Machine Translation
Yi-Hsiu Liao
Cheng Shen
Brenda
Yang
36
0
0
07 Aug 2025
Advancing Dialectal Arabic to Modern Standard Arabic Machine Translation
Advancing Dialectal Arabic to Modern Standard Arabic Machine Translation
Abdullah Alabdullah
Lifeng Han
Chenghua Lin
VLMAI4CE
147
2
0
27 Jul 2025
PDFMathTranslate: Scientific Document Translation Preserving Layouts
PDFMathTranslate: Scientific Document Translation Preserving Layouts
Rongxin Ouyang
Chang Chu
Zhikuang Xin
Xiangyao Ma
93
0
0
02 Jul 2025
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
Daniel D'souza
Julia Kreutzer
Adrien Morisot
Ahmet Üstün
Sara Hooker
182
0
0
17 Jun 2025
An Interdisciplinary Approach to Human-Centered Machine Translation
An Interdisciplinary Approach to Human-Centered Machine Translation
Marine Carpuat
Omri Asscher
Kalika Bali
Luisa Bentivogli
Frédéric Blain
...
Mary Nurminen
Douglas W. Oard
Maja Popović
Michel Simard
François Yvon
196
1
0
16 Jun 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yangfan Ye
Xiaocheng Feng
Zekun Yuan
Xiachong Feng
L. Qin
...
Yunfei Lu
Xiaohui Yan
Duyu Tang
Dandan Tu
Bing Qin
136
0
0
01 Jun 2025
Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations
Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model TranslationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Pardis Sadat Zahraei
Ali Emami
110
1
0
31 May 2025
VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation
VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation
H. Tran
Phuong-Anh Nguyen-Le
Huy Nghiem
Quang-Nhan Nguyen
Wei Ai
Marine Carpuat
164
0
0
30 May 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling
Improving Language and Modality Transfer in Translation by Character-level ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Ioannis Tsiamas
David Dale
Marta R. Costa-jussá
100
3
0
30 May 2025
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing
Jeongsoo Choi
Jaehun Kim
Joon Son Chung
142
0
0
27 May 2025
Scaling Low-Resource MT via Synthetic Data Generation with LLMs
Scaling Low-Resource MT via Synthetic Data Generation with LLMs
Ona de Gibert
Joseph Attieh
Teemu Vahtola
Mikko Aulamo
Zihao Li
Ananda Sreenidhi
Tiancheng Hu
Jörg Tiedemann
SyDa
283
3
0
20 May 2025
ReLI: A Language-Agnostic Approach to Human-Robot Interaction
ReLI: A Language-Agnostic Approach to Human-Robot Interaction
Linus Nwankwo
Bjoern Ellensohn
Ozan Özdenizci
Elmar Rueckert
LM&Ro
464
1
0
03 May 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analysesIEEE Access (IEEE Access), 2025
Rohitash Chandra
Aryan Chaudhary
Yeshwanth Rayavarapu
321
3
0
27 Mar 2025
High-Dimensional Interlingual Representations of Large Language Models
High-Dimensional Interlingual Representations of Large Language Models
Bryan Wilie
Samuel Cahyawijaya
Junxian He
Pascale Fung
423
0
0
14 Mar 2025
Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation
Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation
Julian Spravil
Sebastian Houben
Sven Behnke
VLM
471
0
0
12 Mar 2025
Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation
Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation
Qiuming Zhao
Guangzhi Sun
Chao Zhang
MoMeVLM
916
3
0
24 Feb 2025
Predictive Modeling: BIM Command Recommendation Based on Large-scale Usage Logs
Predictive Modeling: BIM Command Recommendation Based on Large-scale Usage LogsAdvanced Engineering Informatics (AEI), 2025
Changyu Du
Zihan Deng
Stavros Nousias
André Borrmann
AI4CE
140
1
0
23 Feb 2025
Speech to Speech Translation with Translatotron: A State of the Art Review
Speech to Speech Translation with Translatotron: A State of the Art Review
Jules R. Kala
Emmanuel Adetiba
Abdultaofeek Abayom
Oluwatobi E. Dare
Ayodele H. Ifijeh
524
0
0
21 Feb 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models
Masahiro Kaneko
Alham Fikri Aji
Timothy Baldwin
229
0
0
17 Feb 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhi Qu
Yiran Wang
Jiannan Mao
Chenchen Ding
Hideki Tanaka
Masao Utiyama
Taro Watanabe
LRM
307
1
0
06 Jan 2025
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource LanguagesPacific Asia Conference on Language, Information and Computation (PACLIC), 2024
Tejas Deshpande
Nidhi Kowtal
Raviraj Joshi
LRM
264
2
0
31 Dec 2024
On the Shortcut Learning in Multilingual Neural Machine Translation
On the Shortcut Learning in Multilingual Neural Machine Translation
Wenxuan Wang
Wenxiang Jiao
Shu Yang
Zhaopeng Tu
Michael R. Lyu
849
2
0
15 Nov 2024
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Langlin Huang
Mengyu Bu
Yang Feng
214
0
0
03 Nov 2024
MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI
MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AIInternational Symposium on High-Performance Computer Architecture (HPCA), 2024
Arya Tschand
Arun Tejusve Raghunath Rajan
S. Idgunji
Anirban Ghosh
J. Holleman
...
Rowan Taubitz
Sean Zhan
Scott Wasson
David Kanter
Vijay Janapa Reddi
406
12
0
15 Oct 2024
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning
Alexis Allemann
Àlex R. Atrio
Andrei Popescu-Belis
280
2
0
08 Oct 2024
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
Upsample or Upweight? Balanced Training on Heavily Imbalanced DatasetsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Tianjian Li
Haoran Xu
Weiting Tan
Kenton Murray
Daniel Khashabi
417
3
0
06 Oct 2024
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at ScaleInternational Conference on Learning Representations (ICLR), 2024
Haoran Xu
Kenton W. Murray
Philipp Koehn
Hieu T. Hoang
Akiko Eriguchi
Huda Khayrallah
239
27
0
04 Oct 2024
Contrastive Token Learning with Similarity Decay for Repetition
  Suppression in Machine Translation
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Huangyu Dai
Ben Chen
Kaidi Chen
Ying Han
Zihan Liang
Wen Jiang
129
1
0
30 Sep 2024
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Yexing Du
Youcheng Pan
Ziyang Ma
Keqi Deng
Yifan Yang
Keqi Deng
Xie Chen
Yang Xiang
Ming Liu
Bing Qin
LRM
468
9
0
29 Sep 2024
From Rule-Based Models to Deep Learning Transformers Architectures for
  Natural Language Processing and Sign Language Translation Systems: Survey,
  Taxonomy and Performance Evaluation
From Rule-Based Models to Deep Learning Transformers Architectures for Natural Language Processing and Sign Language Translation Systems: Survey, Taxonomy and Performance EvaluationArtificial Intelligence Review (Artif Intell Rev), 2024
Nada Shahin
Leila Ismail
SLR
145
23
0
27 Aug 2024
Defining Boundaries: The Impact of Domain Specification on
  Cross-Language and Cross-Domain Transfer in Machine Translation
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation
Lia Shahnazaryan
Meriem Beloucif
130
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0
21 Aug 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen
  Languages
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Carlos Mullov
Ngoc-Quan Pham
Alexander Waibel
193
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0
05 Aug 2024
Exploiting Dialect Identification in Automatic Dialectal Text
  Normalization
Exploiting Dialect Identification in Automatic Dialectal Text Normalization
Bashar Alhafni
Sarah Al-Towaity
Ziyad Fawzy
Fatema Nassar
Fadhl Eryani
Houda Bouamor
Nizar Habash
182
8
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03 Jul 2024
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation
Zhi Qu
Chenchen Ding
Taro Watanabe
268
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12 Jun 2024
Generative Enzyme Design Guided by Functionally Important Sites and
  Small-Molecule Substrates
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule SubstratesInternational Conference on Machine Learning (ICML), 2024
Zhenqiao Song
Yunlong Zhao
Wenxian Shi
Wengong Jin
Yang Yang
Lei Li
213
9
0
13 May 2024
Neuron Specialization: Leveraging intrinsic task modularity for
  multilingual machine translation
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation
Shaomu Tan
Di Wu
Christof Monz
MoMe
237
21
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Backdoor Attack on Multilingual Machine Translation
Backdoor Attack on Multilingual Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Jun Wang
Xingliang Yuan
Xuanli He
Benjamin I. P. Rubinstein
Trevor Cohn
150
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EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation
Yuqiao Wen
Behzad Shayegh
Chenyang Huang
Yanshuai Cao
Lili Mou
334
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Reinforcement Learning-Based Approaches for Enhancing Security and
  Resilience in Smart Control: A Survey on Attack and Defense Methods
Reinforcement Learning-Based Approaches for Enhancing Security and Resilience in Smart Control: A Survey on Attack and Defense Methods
Zheyu Zhang
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Zero-Shot Reasoning: Personalized Content Generation Without the Cold
  Start Problem
Zero-Shot Reasoning: Personalized Content Generation Without the Cold Start Problem
Davor Hafnar
Jure Demsar
153
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Target inductive methods for zero-shot regression
Target inductive methods for zero-shot regression
Miriam Fdez-Díaz
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147
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How Far Can 100 Samples Go? Unlocking Overall Zero-Shot Multilingual
  Translation via Tiny Multi-Parallel Data
How Far Can 100 Samples Go? Unlocking Overall Zero-Shot Multilingual Translation via Tiny Multi-Parallel Data
Di Wu
Shaomu Tan
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David Stap
Christof Monz
125
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Machine Translation with Large Language Models: Prompt Engineering for
  Persian, English, and Russian Directions
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions
Nooshin Pourkamali
Shler Ebrahim Sharifi
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145
17
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