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Rapid Adaptation of Neural Machine Translation to New Languages

Rapid Adaptation of Neural Machine Translation to New Languages

13 August 2018
Graham Neubig
Junjie Hu
    AI4CE
ArXiv (abs)PDFHTMLGithub (39★)

Papers citing "Rapid Adaptation of Neural Machine Translation to New Languages"

33 / 133 papers shown
Title
Exploring Benefits of Transfer Learning in Neural Machine Translation
Exploring Benefits of Transfer Learning in Neural Machine Translation
Tom Kocmi
155
18
0
06 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation
A Comprehensive Survey of Multilingual Neural Machine Translation
Mary Dabre
Chenhui Chu
Anoop Kunchukuttan
LRM
332
34
0
04 Jan 2020
A Study of Multilingual Neural Machine Translation
A Study of Multilingual Neural Machine Translation
Xu Tan
Yichong Leng
Jiale Chen
Yi Ren
Tao Qin
Tie-Yan Liu
164
9
0
25 Dec 2019
Neural Machine Translation: A Review and Survey
Neural Machine Translation: A Review and SurveyJournal of Artificial Intelligence Research (JAIR), 2019
Felix Stahlberg
3DVAI4TSMedIm
327
373
0
04 Dec 2019
Optimizing Data Usage via Differentiable Rewards
Optimizing Data Usage via Differentiable RewardsInternational Conference on Machine Learning (ICML), 2019
Xinyi Wang
Hieu H. Pham
Paul Michel
Antonios Anastasopoulos
J. Carbonell
Graham Neubig
375
66
0
22 Nov 2019
Masked Language Model Scoring
Masked Language Model Scoring
Julian Salazar
Davis Liang
Toan Q. Nguyen
Katrin Kirchhoff
125
14
0
31 Oct 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages
Adapting Multilingual Neural Machine Translation to Unseen LanguagesInternational Workshop on Spoken Language Translation (IWSLT), 2019
Surafel Melaku Lakew
Alina Karakanta
Marcello Federico
Matteo Negri
Marco Turchi
142
20
0
30 Oct 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and
  Cross-Lingual Transfer for Inflection
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
Arya D. McCarthy
Ekaterina Vylomova
Shijie Wu
Chaitanya Malaviya
Lawrence Wolf-Sonkin
...
Miikka Silfverberg
Sabrina J. Mielke
Jeffrey Heinz
Robert Bamler
Mans Hulden
200
118
0
25 Oct 2019
Transformers without Tears: Improving the Normalization of
  Self-Attention
Transformers without Tears: Improving the Normalization of Self-AttentionInternational Workshop on Spoken Language Translation (IWSLT), 2019
Toan Q. Nguyen
Julian Salazar
239
246
0
14 Oct 2019
The Source-Target Domain Mismatch Problem in Machine Translation
The Source-Target Domain Mismatch Problem in Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2019
Jiajun Shen
Peng-Jen Chen
Matt Le
Junxian He
Jiatao Gu
Myle Ott
Michael Auli
MarcÁurelio Ranzato
206
26
0
28 Sep 2019
Efficiently Reusing Old Models Across Languages via Transfer Learning
Efficiently Reusing Old Models Across Languages via Transfer Learning
Tom Kocmi
Ondrej Bojar
139
6
0
24 Sep 2019
Simple, Scalable Adaptation for Neural Machine Translation
Simple, Scalable Adaptation for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ankur Bapna
N. Arivazhagan
Orhan Firat
AI4CE
270
440
0
18 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation
  Transfer
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer
Mozhdeh Gheini
Jonathan May
78
22
0
14 Sep 2019
Investigating Multilingual NMT Representations at Scale
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
332
130
0
05 Sep 2019
Handling Syntactic Divergence in Low-resource Machine Translation
Handling Syntactic Divergence in Low-resource Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Chunting Zhou
Xuezhe Ma
Junjie Hu
Graham Neubig
147
27
0
30 Aug 2019
Language Graph Distillation for Low-Resource Machine Translation
Language Graph Distillation for Low-Resource Machine Translation
Tianyu He
Jiale Chen
Xu Tan
Tao Qin
99
7
0
17 Aug 2019
Pushing the Limits of Low-Resource Morphological Inflection
Pushing the Limits of Low-Resource Morphological InflectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Antonios Anastasopoulos
Graham Neubig
221
82
0
16 Aug 2019
A Baseline Neural Machine Translation System for Indian Languages
A Baseline Neural Machine Translation System for Indian Languages
Jerin Philip
Vinay P. Namboodiri
C. V. Jawahar
127
17
0
29 Jul 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings
  and Challenges
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
215
447
0
11 Jul 2019
Generalized Data Augmentation for Low-Resource Translation
Generalized Data Augmentation for Low-Resource TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Mengzhou Xia
X. Kong
Antonios Anastasopoulos
Graham Neubig
160
126
0
10 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning
Choosing Transfer Languages for Cross-Lingual LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yu-Hsiang Lin
Chian-Yu Chen
Jean Lee
Zirui Li
Yuyan Zhang
...
Zhisong Zhang
Xuezhe Ma
Antonios Anastasopoulos
Patrick Littell
Graham Neubig
308
248
0
29 May 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study
Revisiting Low-Resource Neural Machine Translation: A Case StudyAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Rico Sennrich
Biao Zhang
146
227
0
28 May 2019
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and
  Question Answering
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering
Jasdeep Singh
Bryan McCann
N. Keskar
Caiming Xiong
R. Socher
ELM
124
84
0
27 May 2019
Target Conditioned Sampling: Optimizing Data Selection for Multilingual
  Neural Machine Translation
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Xinyi Wang
Graham Neubig
159
27
0
20 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models
  without Shared Vocabularies
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared VocabulariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yunsu Kim
Yingbo Gao
Hermann Ney
VLM
217
91
0
14 May 2019
A Brief Survey of Multilingual Neural Machine Translation
A Brief Survey of Multilingual Neural Machine Translation
Mary Dabre
Chenhui Chu
Anoop Kunchukuttan
LRM
153
4
0
14 May 2019
compare-mt: A Tool for Holistic Comparison of Language Generation
  Systems
compare-mt: A Tool for Holistic Comparison of Language Generation SystemsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Graham Neubig
Zi-Yi Dou
Junjie Hu
Paul Michel
Danish Pruthi
Xinyi Wang
John Wieting
ELM
165
116
0
19 Mar 2019
Massively Multilingual Neural Machine Translation
Massively Multilingual Neural Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Roee Aharoni
Melvin Johnson
Orhan Firat
LRMAI4CE
539
517
0
28 Feb 2019
Multilingual Neural Machine Translation with Knowledge Distillation
Multilingual Neural Machine Translation with Knowledge DistillationInternational Conference on Learning Representations (ICLR), 2019
Xu Tan
Yi Ren
Di He
Tao Qin
Zhou Zhao
Tie-Yan Liu
255
258
0
27 Feb 2019
Multilingual Neural Machine Translation With Soft Decoupled Encoding
Multilingual Neural Machine Translation With Soft Decoupled EncodingInternational Conference on Learning Representations (ICLR), 2019
Xinyi Wang
Hieu H. Pham
Philip Arthur
Graham Neubig
156
63
0
09 Feb 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation:
  Nepali-English and Sinhala-English
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English
Francisco Guzmán
Peng-Jen Chen
Myle Ott
J. Pino
Guillaume Lample
Philipp Koehn
Vishrav Chaudhary
MarcÁurelio Ranzato
228
147
0
04 Feb 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual
  Transfer and Beyond
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
Mikel Artetxe
Holger Schwenk
3DV
313
1,087
0
26 Dec 2018
Towards a General-Purpose Linguistic Annotation Backend
Towards a General-Purpose Linguistic Annotation Backend
Graham Neubig
Patrick Littell
Chian-Yu Chen
Jean Lee
Zirui Li
Yu-Hsiang Lin
Yuyan Zhang
78
4
0
13 Dec 2018
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