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2004.05516
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When Does Unsupervised Machine Translation Work?
Conference on Machine Translation (WMT), 2020
12 April 2020
Kelly Marchisio
Kevin Duh
Philipp Koehn
LRM
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Papers citing
"When Does Unsupervised Machine Translation Work?"
45 / 45 papers shown
LLM as a Broken Telephone: Iterative Generation Distorts Information
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Amr Mohamed
Mingmeng Geng
Michalis Vazirgiannis
Guokan Shang
465
5
0
27 Feb 2025
Unsupervised Translation of Emergent Communication
AAAI Conference on Artificial Intelligence (AAAI), 2025
Ido Levy
Orr Paradise
Boaz Carmeli
Ron Meir
S. Goldwasser
Yonatan Belinkov
946
2
0
11 Feb 2025
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Abdellah El Mekki
Muhammad Abdul-Mageed
LRM
288
1
0
14 Oct 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Carlos Mullov
Ngoc-Quan Pham
Alexander Waibel
263
2
0
05 Aug 2024
Self-Augmented In-Context Learning for Unsupervised Word Translation
Yaoyiran Li
Anna Korhonen
Ivan Vulić
352
7
0
15 Feb 2024
An Empirical study of Unsupervised Neural Machine Translation: analyzing NMT output, model's behavior and sentences' contribution
Isidora Chara Tourni
Derry Wijaya
305
0
0
19 Dec 2023
Relevance-guided Neural Machine Translation
Isidora Chara Tourni
Derry Wijaya
361
0
0
30 Nov 2023
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Abdellah El Mekki
Muhammad Abdul-Mageed
El Moatez Billah Nagoudi
Ismail Berrada
A. Khoumsi
349
2
0
28 Oct 2023
On Bilingual Lexicon Induction with Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yaoyiran Li
Anna Korhonen
Ivan Vulić
497
5
0
21 Oct 2023
GRI: Graph-based Relative Isomorphism of Word Embedding Spaces
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Muhammad Asif Ali
Yan Hu
Jianbin Qin
Haiyan Zhao
233
4
0
18 Oct 2023
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss
International Workshop on Spoken Language Translation (IWSLT), 2023
Yihong Liu
Alexandra Chronopoulou
Hinrich Schütze
Kangyang Luo
325
2
0
26 May 2023
Accessing Higher Dimensions for Unsupervised Word Translation
Neural Information Processing Systems (NeurIPS), 2023
Sida I. Wang
202
1
0
23 May 2023
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Kaushal Kumar Maurya
Rahul Kejriwal
M. Desarkar
Anoop Kunchukuttan
291
1
0
09 May 2023
The unreasonable effectiveness of few-shot learning for machine translation
International Conference on Machine Learning (ICML), 2023
Xavier Garcia
Yamini Bansal
Colin Cherry
George F. Foster
M. Krikun
Fan Feng
Melvin Johnson
Orhan Firat
372
131
0
02 Feb 2023
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning
International Conference on Language Resources and Evaluation (LREC), 2022
Daniel Edmiston
Phillip Keung
Noah A. Smith
237
3
0
30 Nov 2022
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication
Neural Information Processing Systems (NeurIPS), 2022
S. Goldwasser
David F. Gruber
Adam Tauman Kalai
Orr Paradise
219
12
0
20 Nov 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kelly Marchisio
Ali Saad-Eldin
Kevin Duh
Carey Priebe
Philipp Koehn
OT
226
8
0
25 Oct 2022
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kelly Marchisio
Neha Verma
Kevin Duh
Philipp Koehn
390
8
0
11 Oct 2022
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation
Bryan Li
Mohammad Sadegh Rasooli
Ajay Patel
Chris Callison-Burch
284
5
0
06 Sep 2022
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings
Workshop on Building and Using Comparable Corpora (BUCC), 2022
Silvia Severini
Viktor Hangya
Masoud Jalili Sabet
Kangyang Luo
Hinrich Schütze
SSL
281
2
0
31 May 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
David Ifeoluwa Adelani
Jesujoba Oluwadara Alabi
Angela Fan
Julia Kreutzer
Xiaoyu Shen
...
Ayodele Awokoya
Happy Buzaaba
Blessing K. Sibanda
Andiswa Bukula
Sam Manthalu
524
142
0
04 May 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Jonas Belouadi
Steffen Eger
436
20
0
21 Feb 2022
Cost-Effective Training in Low-Resource Neural Machine Translation
Sai Koneru
Danni Liu
Jan Niehues
160
1
0
14 Jan 2022
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
268
30
0
09 Jan 2022
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation
Guanhua Chen
Shuming Ma
Yun-Nung Chen
Dongdong Zhang
Jia Pan
Wenping Wang
Furu Wei
LRM
218
17
0
16 Oct 2021
Using Document Similarity Methods to create Parallel Datasets for Code Translation
Mayank Agarwal
Kartik Talamadupula
Fernando Martinez
Stephanie Houde
Michael J. Muller
John T. Richards
Steven I. Ross
Justin D. Weisz
SyDa
171
10
0
11 Oct 2021
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Kelly Marchisio
Youngser Park
Ali Saad-Eldin
A. Alyakin
Kevin Duh
Carey Priebe
Philipp Koehn
231
3
0
26 Sep 2021
Survey of Low-Resource Machine Translation
Computational Linguistics (CL), 2021
Barry Haddow
Rachel Bawden
Antonio Valerio Miceli Barone
Jindvrich Helcl
Alexandra Birch
AIMat
645
225
0
01 Sep 2021
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages
Machine Translation Summit (MT Summit), 2021
Dana Ruiter
Dietrich Klakow
Josef van Genabith
C. España-Bonet
240
9
0
19 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey
ACM Computing Surveys (CSUR), 2021
Surangika Ranathunga
E. Lee
Marjana Prifti Skenduli
Ravi Shekhar
Mehreen Alam
Rishemjit Kaur
396
348
0
29 Jun 2021
Machine Translation into Low-resource Language Varieties
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Sachin Kumar
Antonios Anastasopoulos
S. Wintner
Yulia Tsvetkov
299
33
0
12 Jun 2021
Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study
Machine Translation Summit (MT Summit), 2021
Tamali Banerjee
V. Rudra Murthy
P. Bhattacharyya
288
10
0
09 Jun 2021
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Mohammad Sadegh Rasooli
Chris Callison-Burch
Derry Wijaya
CLIP
304
6
0
16 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem
Economic Theory (Econ Theory), 2020
Pasquale Antonante
226
0
0
31 Mar 2021
Unsupervised Machine Translation On Dravidian Languages
Sai Koneru
Danni Liu
Jan Niehues
293
8
0
29 Mar 2021
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages
Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2021
Garry Kuwanto
Afra Feyza Akyürek
Isidora Chara Tourni
Siyang Li
Alex Jones
Derry Wijaya
247
8
0
24 Mar 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Alexandra Chronopoulou
Dario Stojanovski
Kangyang Luo
SSL
266
27
0
18 Mar 2021
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval
Workshop on Building and Using Comparable Corpora (BUCC), 2021
Alex Jones
Derry Wijaya
328
6
0
10 Mar 2021
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus
International Conference on Computational Linguistics (COLING), 2020
Isaac Caswell
Theresa Breiner
D. Esch
Ankur Bapna
383
107
0
27 Oct 2020
Learning to Pronounce Chinese Without a Pronunciation Dictionary
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Christopher Chu
Scot Fang
Kevin Knight
SSL
201
1
0
09 Oct 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Xavier Garcia
Aditya Siddhant
Orhan Firat
Ankur P. Parikh
365
35
0
23 Sep 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training
Qipeng Guo
Zhijing Jin
Xipeng Qiu
Weinan Zhang
David Wipf
Zheng Zhang
337
67
0
08 Jun 2020
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Xabier Soto
D. Shterionov
Alberto Poncelas
Andy Way
SyDa
338
18
0
01 May 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Mikel Artetxe
Sebastian Ruder
Dani Yogatama
Gorka Labaka
Eneko Agirre
335
75
0
30 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Roee Aharoni
Yoav Goldberg
531
277
0
05 Apr 2020
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