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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 / 739 papers shown
On the Limitations of Cross-lingual Encoders as Exposed by
  Reference-Free Machine Translation Evaluation
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Wei Zhao
Goran Glavaš
Maxime Peyrard
Yang Gao
Robert West
Steffen Eger
ELM
336
63
0
03 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain
  Dialogue State Tracking
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State TrackingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Giovanni Campagna
Agata Foryciarz
M. Moradshahi
M. Lam
172
98
0
02 May 2020
Single Model Ensemble using Pseudo-Tags and Distinct Vectors
Single Model Ensemble using Pseudo-Tags and Distinct VectorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Ryosuke Kuwabara
Jun Suzuki
Hideki Nakayama
VLM
109
3
0
02 May 2020
Sources of Transfer in Multilingual Named Entity Recognition
Sources of Transfer in Multilingual Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
David Mueller
Nicholas Andrews
Mark Dredze
157
23
0
02 May 2020
Structure-Tags Improve Text Classification for Scholarly Document
  Quality Prediction
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction
Gideon Maillette de Buy Wenniger
Thomas van Dongen
Eleri Aedmaa
H. T. Kruitbosch
E. Valentijn
Lambert Schomaker
156
27
0
30 Apr 2020
Bridging Linguistic Typology and Multilingual Machine Translation with
  Multi-View Language Representations
Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Arturo Oncevay
Barry Haddow
Alexandra Birch
229
37
0
30 Apr 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to
  Machine Translation
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
247
49
0
30 Apr 2020
Character-Level Translation with Self-attention
Character-Level Translation with Self-attentionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Yingqiang Gao
Nikola I. Nikolov
Yuhuang Hu
Richard H. R. Hahnloser
155
31
0
30 Apr 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot
  Paraphrasing
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot ParaphrasingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Brian Thompson
Matt Post
LRM
226
202
0
30 Apr 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing
UDapter: Language Adaptation for Truly Universal Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ahmet Üstün
Arianna Bisazza
G. Bouma
Gertjan van Noord
341
123
0
29 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to
  COVID-19 Diagnosis: A Review
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A ReviewIntelligent Medicine (IM), 2020
Mahdi Rezaei
Mahsa Shahidi
361
61
0
29 Apr 2020
Automatically Identifying Gender Issues in Machine Translation using
  Perturbations
Automatically Identifying Gender Issues in Machine Translation using PerturbationsFindings (Findings), 2020
Hila Gonen
Kellie Webster
229
45
0
29 Apr 2020
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource
  Languages
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource LanguagesAAAI Conference on Artificial Intelligence (AAAI), 2020
Katharina Kann
Ophélie Lacroix
Anders Søgaard
151
21
0
28 Apr 2020
Learning to Learn Morphological Inflection for Resource-Poor Languages
Learning to Learn Morphological Inflection for Resource-Poor LanguagesAAAI Conference on Artificial Intelligence (AAAI), 2020
Katharina Kann
Samuel R. Bowman
Dong Wang
115
9
0
28 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless?
When and Why is Unsupervised Neural Machine Translation Useless?
Yunsu Kim
Miguel Graça
Hermann Ney
SSL
261
73
0
22 Apr 2020
Understanding Integrated Gradients with SmoothTaylor for Deep Neural
  Network Attribution
Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution
Gary S. W. Goh
Sebastian Lapuschkin
Leander Weber
Wojciech Samek
Alexander Binder
FAtt
192
42
0
22 Apr 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine
  Translation
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation
Haipeng Sun
Rui Wang
Kehai Chen
Masao Utiyama
Eiichiro Sumita
Tiejun Zhao
AIMat
147
50
0
21 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge
  Distillation
Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Nils Reimers
Iryna Gurevych
547
1,207
0
21 Apr 2020
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product
  Categories
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product CategoriesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Giannis Karamanolakis
Jun Ma
Xin Luna Dong
155
68
0
15 Apr 2020
Balancing Training for Multilingual Neural Machine Translation
Balancing Training for Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Xinyi Wang
Yulia Tsvetkov
Graham Neubig
428
110
0
14 Apr 2020
Multilingual Machine Translation: Closing the Gap between Shared and
  Language-specific Encoder-Decoders
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-DecodersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Carlos Escolano
Marta R. Costa-jussá
José A. R. Fonollosa
Mikel Artetxe
161
57
0
14 Apr 2020
Neural Machine Translation: Challenges, Progress and Future
Neural Machine Translation: Challenges, Progress and FutureScience China Technological Sciences (Sci China Technol Sci), 2020
Jiajun Zhang
Chengqing Zong
164
59
0
13 Apr 2020
Architecture for a multilingual Wikipedia
Architecture for a multilingual Wikipedia
Denny Vrandečić
KELM
130
13
0
08 Apr 2020
Transfer learning and subword sampling for asymmetric-resource
  one-to-many neural translation
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translationMachine Translation (MT), 2020
Stig-Arne Gronroos
Sami Virpioja
M. Kurimo
263
7
0
08 Apr 2020
Machine Translation with Unsupervised Length-Constraints
Machine Translation with Unsupervised Length-ConstraintsConference of the Association for Machine Translation in the Americas (AMTA), 2020
Jan Niehues
3DV
196
15
0
07 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine
  Translation
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation
Mingxuan Wang
Hongxiao Bai
Hai Zhao
Lei Li
207
6
0
07 Apr 2020
Low Resource Neural Machine Translation: A Benchmark for Five African
  Languages
Low Resource Neural Machine Translation: A Benchmark for Five African Languages
Surafel Melaku Lakew
Matteo Negri
Marco Turchi
AIMat
109
34
0
31 Mar 2020
On the Integration of LinguisticFeatures into Statistical and Neural
  Machine Translation
On the Integration of LinguisticFeatures into Statistical and Neural Machine Translation
Eva Vanmassenhove
171
0
0
31 Mar 2020
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent
  Neural Networks
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural NetworksNordic Conference of Computational Linguistics (NODALIDA), 2020
Prajit Dhar
Arianna Bisazza
237
10
0
31 Mar 2020
Low resource language dataset creation, curation and classification:
  Setswana and Sepedi -- Extended Abstract
Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract
Vukosi Marivate
T. Sefara
Vongani Chabalala
Keamogetswe Makhaya
T. Mokgonyane
Rethabile Mokoena
Abiodun Modupe
112
6
0
30 Mar 2020
XPersona: Evaluating Multilingual Personalized Chatbot
XPersona: Evaluating Multilingual Personalized Chatbot
Mohammad Kachuee
Zihan Liu
Genta Indra Winata
Samuel Cahyawijaya
Andrea Madotto
Yejin Bang
Etsuko Ishii
Pascale Fung
249
67
0
17 Mar 2020
Visual Grounding in Video for Unsupervised Word Translation
Visual Grounding in Video for Unsupervised Word TranslationComputer Vision and Pattern Recognition (CVPR), 2020
Gunnar Sigurdsson
Jean-Baptiste Alayrac
Aida Nematzadeh
Lucas Smaira
Mateusz Malinowski
João Carreira
Phil Blunsom
Andrew Zisserman
VGen
297
52
0
11 Mar 2020
Towards Automatic Face-to-Face Translation
Towards Automatic Face-to-Face TranslationACM Multimedia (ACM MM), 2019
Prajwal K R
Rudrabha Mukhopadhyay
Jerin Philip
Abhishek Jha
Vinay P. Namboodiri
C. V. Jawahar
CVBM
223
204
0
01 Mar 2020
Towards Zero-shot Learning for Automatic Phonemic Transcription
Towards Zero-shot Learning for Automatic Phonemic TranscriptionAAAI Conference on Artificial Intelligence (AAAI), 2020
Xinjian Li
Siddharth Dalmia
David R. Mortensen
Juncheng Li
A. Black
Florian Metze
139
33
0
26 Feb 2020
Marathi To English Neural Machine Translation With Near Perfect Corpus
  And Transformers
Marathi To English Neural Machine Translation With Near Perfect Corpus And Transformers
S. Jadhav
97
9
0
26 Feb 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper
  High-Accuracy and Low-Latency Spiking Neural Network
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural NetworkComputer Vision and Pattern Recognition (CVPR), 2020
Bing Han
G. Srinivasan
Kaushik Roy
268
376
0
25 Feb 2020
Investigating an approach for low resource language dataset creation,
  curation and classification: Setswana and Sepedi
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi
Vukosi Marivate
T. Sefara
Vongani Chabalala
Keamogetswe Makhaya
T. Mokgonyane
Rethabile Mokoena
Abiodun Modupe
213
34
0
18 Feb 2020
Controlling Computation versus Quality for Neural Sequence Models
Controlling Computation versus Quality for Neural Sequence Models
Ankur Bapna
N. Arivazhagan
Orhan Firat
238
34
0
17 Feb 2020
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
t-viSNE: Interactive Assessment and Interpretation of t-SNE ProjectionsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Angelos Chatzimparmpas
Rafael M. Martins
Andreas Kerren
314
156
0
17 Feb 2020
Learning to Generate Multiple Style Transfer Outputs for an Input
  Sentence
Learning to Generate Multiple Style Transfer Outputs for an Input SentenceWorkshop on Neural Generation and Translation (WNGT), 2020
Kevin Qinghong Lin
Ming-Yuan Liu
Ming-Ting Sun
Jan Kautz
118
5
0
16 Feb 2020
Monotonic Cardinality Estimation of Similarity Selection: A Deep
  Learning Approach
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach
Yaoshu Wang
Chuan Xiao
Jianbin Qin
Xin Cao
Yifang Sun
Wei Wang
Makoto Onizuka
245
26
0
15 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models,
  Applications and Challenges
Deep Learning for Source Code Modeling and Generation: Models, Applications and ChallengesACM Computing Surveys (ACM CSUR), 2020
T. H. Le
Hao Chen
Muhammad Ali Babar
VLM
253
174
0
13 Feb 2020
A Probabilistic Formulation of Unsupervised Text Style Transfer
A Probabilistic Formulation of Unsupervised Text Style TransferInternational Conference on Learning Representations (ICLR), 2020
Junxian He
Xinyi Wang
Graham Neubig
Taylor Berg-Kirkpatrick
OOD
177
135
0
10 Feb 2020
A Multilingual View of Unsupervised Machine Translation
A Multilingual View of Unsupervised Machine TranslationFindings (Findings), 2020
Xavier Garcia
Pierre Foret
Thibault Sellam
Ankur P. Parikh
252
37
0
07 Feb 2020
WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss
WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain LossThe Speaker and Language Recognition Workshop (Odyssey), 2020
Rui Liu
Berrak Sisman
F. Bao
Guanglai Gao
Haizhou Li
374
14
0
02 Feb 2020
Parameter Space Factorization for Zero-Shot Learning across Tasks and
  Languages
Parameter Space Factorization for Zero-Shot Learning across Tasks and LanguagesTransactions of the Association for Computational Linguistics (TACL), 2020
Edoardo Ponti
Ivan Vulić
Robert Bamler
Marinela Parović
Roi Reichart
Anna Korhonen
BDL
334
30
0
30 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation
Multilingual Denoising Pre-training for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL), 2020
Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
M. Lewis
Luke Zettlemoyer
AI4CEAIMat
916
1,994
0
22 Jan 2020
From Speech-to-Speech Translation to Automatic Dubbing
From Speech-to-Speech Translation to Automatic DubbingInternational Workshop on Spoken Language Translation (IWSLT), 2020
Marcello Federico
Robert Enyedi
Roberto Barra-Chicote
Ritwik Giri
Umut Isik
A. Krishnaswamy
Hassan Sawaf
245
46
0
19 Jan 2020
A Common Semantic Space for Monolingual and Cross-Lingual
  Meta-Embeddings
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings
G. R. Claramunt
Rodrigo Agerri
German Rigau
206
7
0
17 Jan 2020
Attention over Parameters for Dialogue Systems
Attention over Parameters for Dialogue Systems
Andrea Madotto
Mohammad Kachuee
Chien-Sheng Wu
Jamin Shin
Pascale Fung
311
21
0
07 Jan 2020
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