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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 / 738 papers shown
Extending Multilingual Machine Translation through Imitation Learning
Extending Multilingual Machine Translation through Imitation Learning
Wen Lai
Viktor Hangya
Kangyang Luo
Alexander Fraser
LRMCLL
471
5
0
14 Nov 2023
Towards a Deep Understanding of Multilingual End-to-End Speech
  Translation
Towards a Deep Understanding of Multilingual End-to-End Speech TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Haoran Sun
Xiaohu Zhao
Yikun Lei
Shaolin Zhu
Deyi Xiong
209
8
0
31 Oct 2023
M2C: Towards Automatic Multimodal Manga Complement
M2C: Towards Automatic Multimodal Manga ComplementConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hongcheng Guo
Boyang Wang
Jiaqi Bai
Jiaheng Liu
Jian Yang
Zhoujun Li
214
13
0
26 Oct 2023
Towards Real-World Streaming Speech Translation for Code-Switched Speech
Towards Real-World Streaming Speech Translation for Code-Switched Speech
Belen Alastruey
Matthias Sperber
Christian Gollan
Dominic Telaar
Tim Ng
Aashish Agarwal
228
4
0
19 Oct 2023
Direct Neural Machine Translation with Task-level Mixture of Experts
  models
Direct Neural Machine Translation with Task-level Mixture of Experts models
Isidora Chara Tourni
Subhajit Naskar
MoE
220
0
0
18 Oct 2023
Quality-Aware Translation Models: Efficient Generation and Quality
  Estimation in a Single Model
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Christian Tomani
David Vilar
Markus Freitag
Colin Cherry
Subhajit Naskar
Mara Finkelstein
Xavier Garcia
Daniel Cremers
275
8
0
10 Oct 2023
SignBank+: Preparing a Multilingual Sign Language Dataset for Machine
  Translation Using Large Language Models
SignBank+: Preparing a Multilingual Sign Language Dataset for Machine Translation Using Large Language Models
Amit Moryossef
Zifan Jiang
SLR
246
1
0
20 Sep 2023
Mitigating Hallucinations and Off-target Machine Translation with
  Source-Contrastive and Language-Contrastive Decoding
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive DecodingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Rico Sennrich
Jannis Vamvas
Alireza Mohammadshahi
HILM
457
53
0
13 Sep 2023
The Effect of Alignment Objectives on Code-Switching Translation
The Effect of Alignment Objectives on Code-Switching Translation
Mohamed Anwar
169
1
0
10 Sep 2023
Unveiling the frontiers of deep learning: innovations shaping diverse domains
Unveiling the frontiers of deep learning: innovations shaping diverse domains
Shams Forruque Ahmed
Md. Sakib Bin Alam
Maliha Kabir
Shaila Afrin
Sabiha Jannat Rafa
Aanushka Mehjabin
Amir H. Gandomi
AI4CE
506
10
0
06 Sep 2023
An Ensemble Approach to Personalized Real Time Predictive Writing for
  Experts
An Ensemble Approach to Personalized Real Time Predictive Writing for Experts
Sourav Prosad
Viswa Datha Polavarapu
Shrutendra Harsola
152
0
0
25 Aug 2023
Improving Continuous Sign Language Recognition with Cross-Lingual Signs
Improving Continuous Sign Language Recognition with Cross-Lingual SignsIEEE International Conference on Computer Vision (ICCV), 2023
Fangyun Wei
Yutong Chen
SLR
209
40
0
21 Aug 2023
March in Chat: Interactive Prompting for Remote Embodied Referring
  Expression
March in Chat: Interactive Prompting for Remote Embodied Referring ExpressionIEEE International Conference on Computer Vision (ICCV), 2023
Yanyuan Qiao
Yuankai Qi
Zheng Yu
Qingbin Liu
Qi Wu
LM&Ro
277
47
0
20 Aug 2023
Data Augmentation for Machine Translation via Dependency Subtree
  Swapping
Data Augmentation for Machine Translation via Dependency Subtree Swapping
Attila Nagy
Dorina Lakatos
Botond Barta
Patrick Nanys
Judit Ács
224
1
0
13 Jul 2023
A Dual-Stream Recurrence-Attention Network With Global-Local Awareness
  for Emotion Recognition in Textual Dialog
A Dual-Stream Recurrence-Attention Network With Global-Local Awareness for Emotion Recognition in Textual DialogEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Jiang Li
Xiaoping Wang
Zhigang Zeng
339
8
0
02 Jul 2023
Multilingual Neural Machine Translation System for Indic to Indic
  Languages
Multilingual Neural Machine Translation System for Indic to Indic Languages
Sudhansu Bala Das
Divyajyoti Panda
T. K. Mishra
Bidyut Kr. Patra
Asif Ekbal
148
0
0
22 Jun 2023
Tagged End-to-End Simultaneous Speech Translation Training using
  Simultaneous Interpretation Data
Tagged End-to-End Simultaneous Speech Translation Training using Simultaneous Interpretation DataInternational Workshop on Spoken Language Translation (IWSLT), 2023
Yuka Ko
Ryo Fukuda
Yuta Nishikawa
Yasumasa Kano
Katsuhito Sudoh
Satoshi Nakamura
196
6
0
14 Jun 2023
Good, but not always Fair: An Evaluation of Gender Bias for three
  commercial Machine Translation Systems
Good, but not always Fair: An Evaluation of Gender Bias for three commercial Machine Translation Systems
Silvia Alma Piazzolla
Beatrice Savoldi
L. Bentivogli
186
5
0
09 Jun 2023
Automatic Translation of Hate Speech to Non-hate Speech in Social Media
  Texts
Automatic Translation of Hate Speech to Non-hate Speech in Social Media Texts
Ye. Kostiuk
A. Tonja
Grigori Sidorov
Olga Kolesnikova
159
0
0
02 Jun 2023
TPDM: Selectively Removing Positional Information for Zero-shot
  Translation via Token-Level Position Disentangle Module
TPDM: Selectively Removing Positional Information for Zero-shot Translation via Token-Level Position Disentangle Module
Xingran Chen
Ge Zhang
Jie Fu
152
2
0
31 May 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A
  Study on Performance and Controllability in Prompt-Based Methods
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based MethodsWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023
Mengsay Loem
Masahiro Kaneko
Sho Takase
Naoaki Okazaki
220
55
0
29 May 2023
An Open-Source Gloss-Based Baseline for Spoken to Signed Language
  Translation
An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation
Amit Moryossef
Mathias Müller
Anne Gohring
Zifan Jiang
Yoav Goldberg
Sarah Ebling
SLR
236
18
0
28 May 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research
  in Hausa Language
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa LanguageAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Shantipriya Parida
Idris Abdulmumin
Shamsuddeen Hassan Muhammad
Aneesh Bose
Guneet Singh Kohli
Ibrahim Said Ahmad
Ketan Kotwal
S. Sarkar
Ondrej Bojar
Habeebah Adamu Kakudi
294
11
0
28 May 2023
Neural Machine Translation for Mathematical Formulae
Neural Machine Translation for Mathematical FormulaeAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Felix Petersen
M. Schubotz
André Greiner-Petter
Bela Gipp
195
10
0
25 May 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation
Towards Higher Pareto Frontier in Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yi-Chong Huang
Xiaocheng Feng
Xinwei Geng
Baohang Li
Bing Qin
187
14
0
25 May 2023
Controlling Pre-trained Language Models for Grade-Specific Text
  Simplification
Controlling Pre-trained Language Models for Grade-Specific Text SimplificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sweta Agrawal
Marine Carpuat
182
25
0
24 May 2023
LIMIT: Language Identification, Misidentification, and Translation using
  Hierarchical Models in 350+ Languages
LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
M. Agarwal
Md Mahfuz Ibn Alam
Antonios Anastasopoulos
305
11
0
23 May 2023
$μ$PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
μμμPLAN: Summarizing using a Content Plan as Cross-Lingual BridgeConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Fantine Huot
Joshua Maynez
Chris Alberti
Reinald Kim Amplayo
Priyanka Agrawal
Constanza Fierro
Shashi Narayan
Mirella Lapata
364
7
0
23 May 2023
Beyond Shared Vocabulary: Increasing Representational Word Similarities
  across Languages for Multilingual Machine Translation
Beyond Shared Vocabulary: Increasing Representational Word Similarities across Languages for Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Di Wu
Christof Monz
421
10
0
23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of
  Domain and Model Scale
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model ScaleNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Christos Baziotis
Biao Zhang
Alexandra Birch
Barry Haddow
397
2
0
23 May 2023
Out-of-Distribution Generalization in Text Classification: Past,
  Present, and Future
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future
Linyi Yang
Yangqiu Song
Xuan Ren
Chenyang Lyu
Yidong Wang
Lingqiao Liu
Yongfeng Zhang
Jennifer Foster
Yue Zhang
OOD
296
3
0
23 May 2023
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal
  Selective Self-Training
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-TrainingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Jianfeng He
Julian Salazar
Kaisheng Yao
Haoqi Li
Jason (Jinglun) Cai
VLM
262
7
0
22 May 2023
Accurate Knowledge Distillation with n-best Reranking
Accurate Knowledge Distillation with n-best RerankingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Hendra Setiawan
382
4
0
20 May 2023
Variable-length Neural Interlingua Representations for Zero-shot Neural
  Machine Translation
Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation
Zhuoyuan Mao
Israfel Salazar
Mary Dabre
Chenhui Chu
Sadao Kurohashi
188
0
0
17 May 2023
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine
  Translation
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
145
7
0
16 May 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into
  Endangered Languages
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages
Zhong Zhou
Jan Niehues
Alexander Waibel
171
0
0
05 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for
  Indian Languages
Investigating Lexical Sharing in Multilingual Machine Translation for Indian LanguagesEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023
Sonal Sannigrahi
Rachel Bawden
140
0
0
04 May 2023
Learning Language-Specific Layers for Multilingual Machine Translation
Learning Language-Specific Layers for Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Telmo Pires
Robin M. Schmidt
Yi-Hsiu Liao
Stephan Peitz
256
22
0
04 May 2023
SLTUNET: A Simple Unified Model for Sign Language Translation
SLTUNET: A Simple Unified Model for Sign Language TranslationInternational Conference on Learning Representations (ICLR), 2023
Biao Zhang
Mathias Müller
Rico Sennrich
SLR
195
45
0
02 May 2023
Angler: Helping Machine Translation Practitioners Prioritize Model
  Improvements
Angler: Helping Machine Translation Practitioners Prioritize Model ImprovementsInternational Conference on Human Factors in Computing Systems (CHI), 2023
Samantha Robertson
Zijie J. Wang
Dominik Moritz
Mary Beth Kery
Fred Hohman
246
20
0
12 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical
  Results and Analysis
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
Wenhao Zhu
Hongyi Liu
Qingxiu Dong
Jingjing Xu
Shujian Huang
Lingpeng Kong
Jiajun Chen
Lei Li
LRM
369
226
0
10 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language
  Models
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language ModelsFirst Monday (FM), 2023
Emilio Ferrara
SILM
460
339
0
07 Apr 2023
ParroT: Translating during Chat using Large Language Models tuned with
  Human Translation and Feedback
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wenxiang Jiao
Shu Yang
Wenxuan Wang
Zhiwei He
Tian Liang
Xing Wang
Shuming Shi
Zhaopeng Tu
ALM
459
54
0
05 Apr 2023
Letz Translate: Low-Resource Machine Translation for Luxembourgish
Letz Translate: Low-Resource Machine Translation for LuxembourgishICON (ICON), 2023
Yewei Song
Saad Ezzini
Jacques Klein
Tegawende F. Bissyande
C. Lefebvre
A. Goujon
193
5
0
02 Mar 2023
Language-Aware Multilingual Machine Translation with Self-Supervised
  Learning
Language-Aware Multilingual Machine Translation with Self-Supervised LearningFindings (Findings), 2023
Haoran Xu
Jean Maillard
Vedanuj Goswami
LRM
194
4
0
10 Feb 2023
Zero-shot cross-lingual transfer language selection using linguistic
  similarity
Zero-shot cross-lingual transfer language selection using linguistic similarityInformation Processing & Management (IPM), 2023
J. Eronen
M. Ptaszynski
Fumito Masui
222
48
0
31 Jan 2023
Towards a Unified Model for Generating Answers and Explanations in
  Visual Question Answering
Towards a Unified Model for Generating Answers and Explanations in Visual Question AnsweringFindings (Findings), 2023
Chenxi Whitehouse
Tillman Weyde
Pranava Madhyastha
LRM
270
4
0
25 Jan 2023
Truveta Mapper: A Zero-shot Ontology Alignment Framework
Truveta Mapper: A Zero-shot Ontology Alignment Framework
Mariyam Amir
Murchana Baruah
Mahsa Eslamialishah
Sina Ehsani
Alireza Bahramali
Sadra Naddaf-sh
Saman Zarandioon
252
9
0
24 Jan 2023
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A
  Case Study in Taiwanese Hokkien
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese HokkienConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sin-En Lu
Bo-Han Lu
Chaohong Lu
Richard Tzong-Han Tsai
135
9
0
21 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study
Prompting Large Language Model for Machine Translation: A Case StudyInternational Conference on Machine Learning (ICML), 2023
Biao Zhang
Barry Haddow
Alexandra Birch
LRM
415
374
0
17 Jan 2023
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