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Massively Multilingual Neural Machine Translation in the Wild: Findings
  and Challenges

Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges

11 July 2019
N. Arivazhagan
Ankur Bapna
Orhan Firat
Dmitry Lepikhin
Melvin Johnson
M. Krikun
Mengzhao Chen
Yuan Cao
George F. Foster
Colin Cherry
Wolfgang Macherey
Z. Chen
Yonghui Wu
ArXivPDFHTML

Papers citing "Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges"

50 / 113 papers shown
Title
Towards the Next 1000 Languages in Multilingual Machine Translation:
  Exploring the Synergy Between Supervised and Self-Supervised Learning
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning
Aditya Siddhant
Ankur Bapna
Orhan Firat
Yuan Cao
Mengzhao Chen
Isaac Caswell
Xavier Garcia
ELM
LRM
33
29
0
09 Jan 2022
Can Multilinguality benefit Non-autoregressive Machine Translation?
Can Multilinguality benefit Non-autoregressive Machine Translation?
Sweta Agrawal
Julia Kreutzer
Colin Cherry
AI4CE
29
1
0
16 Dec 2021
Multilingual training for Software Engineering
Multilingual training for Software Engineering
Toufique Ahmed
Prem Devanbu
70
73
0
03 Dec 2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at
  Scale
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Arun Babu
Changhan Wang
Andros Tjandra
Kushal Lakhotia
Qiantong Xu
...
Yatharth Saraf
J. Pino
Alexei Baevski
Alexis Conneau
Michael Auli
SSL
32
657
0
17 Nov 2021
Towards Building ASR Systems for the Next Billion Users
Towards Building ASR Systems for the Next Billion Users
Tahir Javed
Sumanth Doddapaneni
A. Raman
Kaushal Bhogale
Gowtham Ramesh
Anoop Kunchukuttan
Pratyush Kumar
Mitesh M. Khapra
44
54
0
06 Nov 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings
Continual Learning in Multilingual NMT via Language-Specific Embeddings
Alexandre Berard
CLL
27
20
0
20 Oct 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text
  Joint Pre-Training
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training
Ankur Bapna
Yu-An Chung
Na Wu
Anmol Gulati
Ye Jia
J. Clark
Melvin Johnson
Jason Riesa
Alexis Conneau
Yu Zhang
VLM
61
94
0
20 Oct 2021
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual
  Learning
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning
Seanie Lee
Haebeom Lee
Juho Lee
Sung Ju Hwang
MoMe
CLL
48
16
0
06 Oct 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient
  Inference
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference
Sneha Kudugunta
Yanping Huang
Ankur Bapna
M. Krikun
Dmitry Lepikhin
Minh-Thang Luong
Orhan Firat
MoE
119
107
0
24 Sep 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From
  Sentences to Documents
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
Biao Zhang
Ankur Bapna
Melvin Johnson
A. Dabirmoghaddam
N. Arivazhagan
Orhan Firat
34
12
0
21 Sep 2021
CUNI systems for WMT21: Multilingual Low-Resource Translation for
  Indo-European Languages Shared Task
CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task
Josef Jon
Michal Novák
João Paulo Aires
Duvsan Varivs
Ondrej Bojar
33
3
0
20 Sep 2021
Scaling Laws for Neural Machine Translation
Scaling Laws for Neural Machine Translation
Behrooz Ghorbani
Orhan Firat
Markus Freitag
Ankur Bapna
M. Krikun
Xavier Garcia
Ciprian Chelba
Colin Cherry
40
99
0
16 Sep 2021
Multilingual Translation via Grafting Pre-trained Language Models
Multilingual Translation via Grafting Pre-trained Language Models
Zewei Sun
Mingxuan Wang
Lei Li
AI4CE
191
22
0
11 Sep 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for
  Translation of 8 African Languages
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages
Machel Reid
Junjie Hu
Graham Neubig
Y. Matsuo
77
31
0
10 Sep 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural
  Machine Translation
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation
Haoran Xu
Benjamin Van Durme
Kenton W. Murray
50
57
0
09 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration
  Hints
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints
Sahana Ramnath
Melvin Johnson
Abhirut Gupta
A. Raghuveer
48
8
0
09 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation
IndicBART: A Pre-trained Model for Indic Natural Language Generation
Raj Dabre
Himani Shrotriya
Anoop Kunchukuttan
Ratish Puduppully
Mitesh M. Khapra
Pratyush Kumar
39
70
0
07 Sep 2021
Finetuned Language Models Are Zero-Shot Learners
Finetuned Language Models Are Zero-Shot Learners
Jason W. Wei
Maarten Bosma
Vincent Zhao
Kelvin Guu
Adams Wei Yu
Brian Lester
Nan Du
Andrew M. Dai
Quoc V. Le
ALM
UQCV
35
3,576
0
03 Sep 2021
Survey of Low-Resource Machine Translation
Survey of Low-Resource Machine Translation
Barry Haddow
Rachel Bawden
Antonio Valerio Miceli Barone
Jindvrich Helcl
Alexandra Birch
AIMat
31
148
0
01 Sep 2021
MTG: A Benchmark Suite for Multilingual Text Generation
MTG: A Benchmark Suite for Multilingual Text Generation
Yiran Chen
Zhenqiao Song
Xianze Wu
Danqing Wang
Jingjing Xu
Jiaze Chen
Hao Zhou
Lei Li
LRM
VLM
34
22
0
13 Aug 2021
Facebook AI WMT21 News Translation Task Submission
Facebook AI WMT21 News Translation Task Submission
C. Tran
Shruti Bhosale
James Cross
Philipp Koehn
Sergey Edunov
Angela Fan
VLM
134
81
0
06 Aug 2021
A Survey on Low-Resource Neural Machine Translation
A Survey on Low-Resource Neural Machine Translation
Rui Wang
Xu Tan
Renqian Luo
Tao Qin
Tie-Yan Liu
3DV
33
58
0
09 Jul 2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System
ESPnet-ST IWSLT 2021 Offline Speech Translation System
Hirofumi Inaguma
Shun Kiyono
Nelson Enrique Yalta Soplin
Pengcheng Guo
Jun Suzuki
Kevin Duh
Shinji Watanabe
3DV
37
2
0
01 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey
Neural Machine Translation for Low-Resource Languages: A Survey
Surangika Ranathunga
E. Lee
Marjana Prifti Skenduli
Ravi Shekhar
Mehreen Alam
Rishemjit Kaur
38
236
0
29 Jun 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44
  Languages
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages
Tahmid Hasan
Abhik Bhattacharjee
Md. Saiful Islam
Kazi Samin Mubasshir
Yuan-Fang Li
Yong-Bin Kang
M. Rahman
Rifat Shahriyar
22
343
0
25 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual
  Machine Translation
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
Naman Goyal
Cynthia Gao
Vishrav Chaudhary
Peng-Jen Chen
Guillaume Wenzek
Da Ju
Sanjan Krishnan
MarcÁurelio Ranzato
Francisco Guzman
Angela Fan
15
554
0
06 Jun 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine
  Translation
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
Xiao Pan
Mingxuan Wang
Liwei Wu
Lei Li
18
200
0
20 May 2021
Scaling End-to-End Models for Large-Scale Multilingual ASR
Scaling End-to-End Models for Large-Scale Multilingual ASR
Bo-wen Li
Ruoming Pang
Tara N. Sainath
Anmol Gulati
Yu Zhang
James Qin
Parisa Haghani
Yifan Jiang
Min Ma
Junwen Bai
CLL
34
76
0
30 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language
  Processing for Multilingual Task-Oriented Dialogue Systems
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
E. Razumovskaia
Goran Glavavs
Olga Majewska
E. Ponti
Anna Korhonen
Ivan Vulić
26
32
0
17 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection
  for 11 Indic Languages
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Gowtham Ramesh
Sumanth Doddapaneni
Aravinth Bheemaraj
Mayank Jobanputra
AK Raghavan
...
K. Deepak
Vivek Raghavan
Anoop Kunchukuttan
Pratyush Kumar
Mitesh Khapra
LRM
37
229
0
12 Apr 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Julia Kreutzer
Isaac Caswell
Lisa Wang
Ahsan Wahab
D. Esch
...
Duygu Ataman
Orevaoghene Ahia
Oghenefego Ahia
Sweta Agrawal
Mofetoluwa Adeyemi
20
267
0
22 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via
  Vocabulary Substitution
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution
Xavier Garcia
Noah Constant
Ankur P. Parikh
Orhan Firat
48
42
0
11 Mar 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling
Meta-Learning for Effective Multi-task and Multilingual Modelling
Ishan Tarunesh
Sushil Khyalia
Vishwajeet Kumar
Ganesh Ramakrishnan
P. Jyothi
36
16
0
25 Jan 2021
Multilingual AMR-to-Text Generation
Multilingual AMR-to-Text Generation
Angela Fan
Claire Gardent
17
32
0
10 Nov 2020
Towards End-to-End In-Image Neural Machine Translation
Towards End-to-End In-Image Neural Machine Translation
Elman Mansimov
Mitchell Stern
Mengzhao Chen
Orhan Firat
Jakob Uszkoreit
Puneet Jain
27
25
0
20 Oct 2020
Complete Multilingual Neural Machine Translation
Complete Multilingual Neural Machine Translation
Markus Freitag
Orhan Firat
27
44
0
20 Oct 2020
Revisiting Modularized Multilingual NMT to Meet Industrial Demands
Revisiting Modularized Multilingual NMT to Meet Industrial Demands
Sungwon Lyu
Bokyung Son
Kichang Yang
Jaekyoung Bae
MoE
15
20
0
19 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in
  Massively Multilingual Models
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
Zirui Wang
Yulia Tsvetkov
Orhan Firat
Yuan Cao
33
196
0
12 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation
Multi-task Learning for Multilingual Neural Machine Translation
Yiren Wang
Chengxiang Zhai
Hany Awadalla
37
68
0
06 Oct 2020
Nearest Neighbor Machine Translation
Nearest Neighbor Machine Translation
Urvashi Khandelwal
Angela Fan
Dan Jurafsky
Luke Zettlemoyer
M. Lewis
RALM
18
5
0
01 Oct 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare
  Languages
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
Xavier Garcia
Aditya Siddhant
Orhan Firat
Ankur P. Parikh
30
31
0
23 Sep 2020
On Learning Language-Invariant Representations for Universal Machine
  Translation
On Learning Language-Invariant Representations for Universal Machine Translation
Hao Zhao
Junjie Hu
Andrej Risteski
40
8
0
11 Aug 2020
Multilingual Translation with Extensible Multilingual Pretraining and
  Finetuning
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
Y. Tang
C. Tran
Xian Li
Peng-Jen Chen
Naman Goyal
Vishrav Chaudhary
Jiatao Gu
Angela Fan
CLL
52
445
0
02 Aug 2020
Anatomy of Catastrophic Forgetting: Hidden Representations and Task
  Semantics
Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics
V. Ramasesh
Ethan Dyer
M. Raghu
CLL
24
173
0
14 Jul 2020
Rewiring the Transformer with Depth-Wise LSTMs
Rewiring the Transformer with Depth-Wise LSTMs
Hongfei Xu
Yang Song
Qiuhui Liu
Josef van Genabith
Deyi Xiong
42
6
0
13 Jul 2020
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models
Shiqing Fan
Yi Rong
Chen Meng
Zongyan Cao
Siyu Wang
...
Jun Yang
Lixue Xia
Lansong Diao
Xiaoyong Liu
Wei Lin
21
232
0
02 Jul 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic
  Sharding
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
Dmitry Lepikhin
HyoukJoong Lee
Yuanzhong Xu
Dehao Chen
Orhan Firat
Yanping Huang
M. Krikun
Noam M. Shazeer
Z. Chen
MoE
43
1,108
0
30 Jun 2020
Unsupervised Cross-lingual Representation Learning for Speech
  Recognition
Unsupervised Cross-lingual Representation Learning for Speech Recognition
Alexis Conneau
Alexei Baevski
R. Collobert
Abdel-rahman Mohamed
Michael Auli
SSL
70
754
0
24 Jun 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System
UnifiedQA: Crossing Format Boundaries With a Single QA System
Daniel Khashabi
Sewon Min
Tushar Khot
Ashish Sabharwal
Oyvind Tafjord
Peter Clark
Hannaneh Hajishirzi
35
720
0
02 May 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to
  Machine Translation
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation
Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
36
44
0
30 Apr 2020
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