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1610.01108
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Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions
International Workshop on Spoken Language Translation (IWSLT), 2016
4 October 2016
Marcin Junczys-Dowmunt
Tomasz Dwojak
Hieu T. Hoang
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Papers citing
"Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions"
50 / 55 papers shown
Instability in Downstream Task Performance During LLM Pretraining
Yuto Nishida
Masaru Isonuma
Yusuke Oda
108
0
0
06 Oct 2025
Revisiting Checkpoint Averaging for Neural Machine Translation
Yingbo Gao
Christian Herold
Zijian Yang
Hermann Ney
MoMe
268
13
0
21 Oct 2022
AraT5: Text-to-Text Transformers for Arabic Language Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
El Moatez Billah Nagoudi
AbdelRahim Elmadany
Muhammad Abdul-Mageed
357
157
0
31 Aug 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding
Jianlin Su
Yu Lu
Shengfeng Pan
Ahmed Murtadha
Bo Wen
Yunfeng Liu
849
4,005
0
20 Apr 2021
First the worst: Finding better gender translations during beam search
Findings (Findings), 2021
D. Saunders
Rosie Sallis
Bill Byrne
197
33
0
15 Apr 2021
Translating the Unseen? Yoruba-English MT in Low-Resource, Morphologically-Unmarked Settings
Ife Adebara
Muhammad Abdul-Mageed
Miikka Silfverberg
169
7
0
07 Mar 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools
AI Open (AO), 2020
Zhixing Tan
Shuo Wang
Zonghan Yang
Gang Chen
Xuancheng Huang
Maosong Sun
Yang Liu
3DV
AI4TS
259
124
0
31 Dec 2020
The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020
Conference of the Association for Machine Translation in the Americas (AMTA), 2020
Tobias Domhan
Michael J. Denkowski
David Vilar
Xing Niu
Felix Hieber
Kenneth Heafield
188
53
0
11 Aug 2020
Neural Machine Translation: Challenges, Progress and Future
Science China Technological Sciences (Sci China Technol Sci), 2020
Jiajun Zhang
Chengqing Zong
164
59
0
13 Apr 2020
A Survey of Deep Learning Techniques for Neural Machine Translation
Shu Yang
Yuxin Wang
Xiaowen Chu
VLM
AI4TS
AI4CE
328
149
0
18 Feb 2020
Neural Machine Translation: A Review and Survey
Journal of Artificial Intelligence Research (JAIR), 2019
Felix Stahlberg
3DV
AI4TS
MedIm
382
384
0
04 Dec 2019
SubCharacter Chinese-English Neural Machine Translation with Wubi encoding
Wei Zhang
F. Lin
Xiaodong Wang
Zhenshuang Liang
Zhen Huang
148
4
0
07 Nov 2019
The CUED's Grammatical Error Correction Systems for BEA-2019
Felix Stahlberg
Bill Byrne
189
8
0
29 Jun 2019
Cued@wmt19:ewc&lms
Conference on Machine Translation (WMT), 2019
Felix Stahlberg
Danielle Saunders
Adria de Gispert
Bill Byrne
159
13
0
11 Jun 2019
Post-editing Productivity with Neural Machine Translation: An Empirical Assessment of Speed and Quality in the Banking and Finance Domain
Machine Translation Summit (MT Summit), 2019
Samuel Läubli
Chantal Amrhein
Patrick Düggelin
Beatriz Gonzalez
Alena Zwahlen
M. Volk
99
30
0
04 Jun 2019
Consistency by Agreement in Zero-shot Neural Machine Translation
Maruan Al-Shedivat
Ankur P. Parikh
231
57
0
04 Apr 2019
Context in Neural Machine Translation: A Review of Models and Evaluations
Andrei Popescu-Belis
MedIm
157
32
0
25 Jan 2019
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization
Jiacheng Zhang
Yang Liu
Huanbo Luan
Jingfang Xu
Maosong Sun
242
69
0
02 Nov 2018
Fine-tuning on Clean Data for End-to-End Speech Translation: FBK @ IWSLT 2018
Mattia Antonino Di Gangi
Roberto Dessì
R. Cattoni
Matteo Negri
Marco Turchi
145
11
0
16 Oct 2018
The University of Cambridge's Machine Translation Systems for WMT18
Felix Stahlberg
Adria de Gispert
Bill Byrne
152
20
0
28 Aug 2018
A Recipe for Arabic-English Neural Machine Translation
Abdullah Alrajeh
126
15
0
18 Aug 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++
Marcin Junczys-Dowmunt
Kenneth Heafield
Hieu T. Hoang
Roman Grundkiewicz
Anthony Aue
141
71
0
30 May 2018
Phrase Table as Recommendation Memory for Neural Machine Translation
Yang Zhao
Yining Wang
Jiajun Zhang
Chengqing Zong
128
31
0
25 May 2018
Fast Neural Machine Translation Implementation
Hieu D. Hoang
Tomasz Dwojak
Rihards Krislauks
Daniel Torregrosa
Kenneth Heafield
212
12
0
24 May 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition
Albert Zeyer
Tamer Alkhouli
Hermann Ney
212
93
0
14 May 2018
Character-level Chinese-English Translation through ASCII Encoding
Nikola I. Nikolov
Yuhuang Hu
Mingyan Tan
Richard H. R. Hahnloser
AI4CE
224
34
0
09 May 2018
Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures
Robert V. Lim
Kenneth Heafield
Hieu D. Hoang
M. Briers
A. Malony
96
6
0
05 May 2018
Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation
Christian Hadiwinoto
Hwee Tou Ng
ELM
91
4
0
04 May 2018
Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment
Gonzalo Iglesias
William Tambellini
Adria de Gispert
Eva Hasler
Bill Byrne
OffRL
MoE
126
4
0
30 Apr 2018
Investigating Backtranslation in Neural Machine Translation
Alberto Poncelas
D. Shterionov
Andy Way
Gideon Maillette de Buy Wenniger
Peyman Passban
205
152
0
17 Apr 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Marcin Junczys-Dowmunt
Roman Grundkiewicz
Shubha Guha
Kenneth Heafield
166
199
0
16 Apr 2018
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation
Felix Stahlberg
Danielle Saunders
Gonzalo Iglesias
Bill Byrne
175
11
0
20 Mar 2018
What Level of Quality can Neural Machine Translation Attain on Literary Text?
Antonio Toral
Andy Way
125
104
0
15 Jan 2018
Sockeye: A Toolkit for Neural Machine Translation
Felix Hieber
Tobias Domhan
Michael J. Denkowski
David Vilar
Artem Sokolov
Ann Clifton
Matt Post
219
216
0
15 Dec 2017
A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits
Sariya Karimova
P. Simianer
Stefan Riezler
216
30
0
13 Dec 2017
Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT
Yining Wang
Long Zhou
Jiajun Zhang
Chengqing Zong
188
16
0
13 Nov 2017
Improving Lexical Choice in Neural Machine Translation
Toan Q. Nguyen
David Chiang
216
87
0
03 Oct 2017
Machine-Translation History and Evolution: Survey for Arabic-English Translations
Nabeel T. Alsohybe
N. A. Dahan
F. Ba-Alwi
92
15
0
14 Sep 2017
Look-ahead Attention for Generation in Neural Machine Translation
Long Zhou
Jiajun Zhang
Chengqing Zong
136
8
0
30 Aug 2017
Machine Translation at Booking.com: Journey and Lessons Learned
Pavel Levin
Nishikant Dhanuka
Maxim Khalilov
112
16
0
25 Jul 2017
SGNMT -- A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
Felix Stahlberg
Eva Hasler
Danielle Saunders
Bill Byrne
128
24
0
21 Jul 2017
THUMT: An Open Source Toolkit for Neural Machine Translation
Jiacheng Zhang
Yanzhuo Ding
Shiqi Shen
Yong Cheng
Maosong Sun
Huanbo Luan
Yang Liu
109
10
0
20 Jun 2017
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing
International Joint Conference on Natural Language Processing (IJCNLP), 2017
Marcin Junczys-Dowmunt
Roman Grundkiewicz
AIMat
173
47
0
13 Jun 2017
Six Challenges for Neural Machine Translation
Philipp Koehn
Rebecca Knowles
AAML
AIMat
739
1,310
0
12 Jun 2017
A Challenge Set Approach to Evaluating Machine Translation
P. Isabelle
Colin Cherry
George F. Foster
ELM
AAML
170
180
0
24 Apr 2017
Neural System Combination for Machine Translation
Long Zhou
Wenpeng Hu
Jiajun Zhang
Chengqing Zong
165
79
0
21 Apr 2017
Sparse Communication for Distributed Gradient Descent
Alham Fikri Aji
Kenneth Heafield
380
820
0
17 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation
Holger Schwenk
Matthijs Douze
360
217
0
13 Apr 2017
Unfolding and Shrinking Neural Machine Translation Ensembles
Felix Stahlberg
Bill Byrne
MoE
219
12
0
11 Apr 2017
A Dependency-Based Neural Reordering Model for Statistical Machine Translation
AAAI Conference on Artificial Intelligence (AAAI), 2017
Christian Hadiwinoto
Hwee Tou Ng
84
9
0
15 Feb 2017
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