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Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation
12 June 2024
Zhi Qu
Chenchen Ding
Taro Watanabe
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Papers citing
"Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation"
41 / 41 papers shown
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhi Qu
Yiran Wang
Jiannan Mao
Chenchen Ding
Hideki Tanaka
Masao Utiyama
Taro Watanabe
LRM
475
1
0
06 Jan 2025
Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation
Zhi Qu
Yiran Wang
Chenchen Ding
Hideki Tanaka
Masao Utiyama
Taro Watanabe
LRM
170
1
0
03 Dec 2024
Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Mengyu Bu
Shuhao Gu
Yang Feng
368
8
0
02 Aug 2024
Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shaomu Tan
Christof Monz
419
15
0
16 Oct 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yi-Chong Huang
Xiaocheng Feng
Xinwei Geng
Baohang Li
Bing Qin
216
17
0
25 May 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David Stap
Vlad Niculae
Christof Monz
370
13
0
19 May 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Pengzhi Gao
Liwen Zhang
Zhongjun He
Hua Wu
Haifeng Wang
165
18
0
12 May 2023
Learning Language-Specific Layers for Multilingual Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Telmo Pires
Robin M. Schmidt
Yi-Hsiu Liao
Stephan Peitz
357
22
0
04 May 2023
Why do Nearest Neighbor Language Models Work?
International Conference on Machine Learning (ICML), 2023
Frank F. Xu
Uri Alon
Graham Neubig
RALM
294
32
0
07 Jan 2023
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Shuhao Gu
Yang Feng
223
11
0
28 Oct 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation
International Conference on Computational Linguistics (COLING), 2022
Zhi Qu
Taro Watanabe
315
8
0
09 Sep 2022
No Language Left Behind: Scaling Human-Centered Machine Translation
Nllb team
Marta R. Costa-jussá
James Cross
Onur cCelebi
Maha Elbayad
...
Alexandre Mourachko
C. Ropers
Safiyyah Saleem
Holger Schwenk
Jeff Wang
MoE
706
1,710
0
11 Jul 2022
Understanding Deep Contrastive Learning via Coordinate-wise Optimization
Neural Information Processing Systems (NeurIPS), 2022
Yuandong Tian
564
45
0
29 Jan 2022
Improving Multilingual Translation by Representation and Gradient Regularization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yilin Yang
Akiko Eriguchi
Alexandre Muzio
Prasad Tadepalli
Stefan Lee
Hany Hassan
217
42
0
10 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models
International Conference on Learning Representations (ICLR), 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
OffRL
AI4TS
AI4CE
ALM
AIMat
1.8K
17,648
0
17 Jun 2021
Language Tags Matter for Zero-Shot Neural Machine Translation
Findings (Findings), 2021
Liwei Wu
Shanbo Cheng
Mingxuan Wang
Lei Li
3DV
212
41
0
15 Jun 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xiao Pan
Mingxuan Wang
Liwei Wu
Lei Li
461
235
0
20 May 2021
Improving Zero-Shot Translation by Disentangling Positional Information
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Danni Liu
Jan Niehues
James Cross
Francisco Guzmán
Xian Li
281
49
0
30 Dec 2020
Beyond English-Centric Multilingual Machine Translation
Angela Fan
Shruti Bhosale
Holger Schwenk
Zhiyi Ma
Ahmed El-Kishky
...
Vitaliy Liptchinsky
Sergey Edunov
Edouard Grave
Michael Auli
Armand Joulin
LRM
389
1,027
0
21 Oct 2020
Nearest Neighbor Machine Translation
International Conference on Learning Representations (ICLR), 2020
Urvashi Khandelwal
Angela Fan
Dan Jurafsky
Luke Zettlemoyer
M. Lewis
RALM
426
320
0
01 Oct 2020
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
427
540
0
02 Aug 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Brian Thompson
Matt Post
LRM
327
203
0
30 Apr 2020
Multilingual Denoising Pre-training for Neural Machine Translation
Transactions of the Association for Computational Linguistics (TACL), 2020
Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
M. Lewis
Luke Zettlemoyer
AI4CE
AIMat
1.2K
2,052
0
22 Jan 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
M. Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdel-rahman Mohamed
Omer Levy
Veselin Stoyanov
Luke Zettlemoyer
AIMat
VLM
1.0K
12,492
0
29 Oct 2019
Investigating Multilingual NMT Representations at Scale
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Sneha Kudugunta
Ankur Bapna
Isaac Caswell
N. Arivazhagan
Orhan Firat
LRM
481
132
0
05 Sep 2019
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
359
460
0
11 Jul 2019
Improving Zero-shot Translation with Language-Independent Constraints
Conference on Machine Translation (WMT), 2019
Ngoc-Quan Pham
Jan Niehues
Thanh-Le Ha
A. Waibel
238
65
0
20 Jun 2019
Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Jiatao Gu
Yong Wang
Dong Wang
Victor O.K. Li
217
110
0
04 Jun 2019
BERTScore: Evaluating Text Generation with BERT
Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Q. Weinberger
Yoav Artzi
3.0K
8,119
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21 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott
Sergey Edunov
Alexei Baevski
Angela Fan
Sam Gross
Nathan Ng
David Grangier
Michael Auli
VLM
FaML
774
3,360
0
01 Apr 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation
N. Arivazhagan
Ankur Bapna
Orhan Firat
Roee Aharoni
Melvin Johnson
Wolfgang Macherey
223
121
0
17 Mar 2019
Massively Multilingual Neural Machine Translation
North American Chapter of the Association for Computational Linguistics (NAACL), 2019
Roee Aharoni
Melvin Johnson
Orhan Firat
LRM
AI4CE
665
530
0
28 Feb 2019
Understanding Learning Dynamics Of Language Models with SVCCA
Naomi Saphra
Adam Lopez
497
112
0
01 Nov 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Taku Kudo
John Richardson
786
4,026
0
19 Aug 2018
A Call for Clarity in Reporting BLEU Scores
Conference on Machine Translation (WMT), 2018
Matt Post
1.1K
3,396
0
23 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation?
Ye Qi
Devendra Singh Sachan
Matthieu Felix
Sarguna Padmanabhan
Graham Neubig
362
369
0
17 Apr 2018
MMCR4NLP: Multilingual Multiway Corpora Repository for Natural Language Processing
Mary Dabre
Sadao Kurohashi
337
14
0
03 Oct 2017
Attention Is All You Need
Neural Information Processing Systems (NeurIPS), 2017
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
8.3K
171,167
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12 Jun 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
Melvin Johnson
M. Schuster
Quoc V. Le
M. Krikun
Yonghui Wu
...
F. Viégas
Martin Wattenberg
Gregory S. Corrado
Macduff Hughes
Jeffrey Dean
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2,198
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B. Sankaran
Yaser Al-Onaizan
Fatoş T. Yarman Vural
Dong Wang
286
282
0
13 Jun 2016
Adam: A Method for Stochastic Optimization
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