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The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual
  Machine Translation

The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation

Transactions of the Association for Computational Linguistics (TACL), 2021
6 June 2021
Naman Goyal
Cynthia Gao
Vishrav Chaudhary
Peng-Jen Chen
Guillaume Wenzek
Da Ju
Sanjan Krishnan
MarcÁurelio Ranzato
Francisco Guzman
Angela Fan
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation"

50 / 245 papers shown
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil
  Demographic Biases in Languages at Scale
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at ScaleConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Marta R. Costa-jussá
Pierre Yves Andrews
Eric Michael Smith
Prangthip Hansanti
C. Ropers
Elahe Kalbassi
Cynthia Gao
Daniel Licht
Carleigh Wood
184
26
0
22 May 2023
Decomposed Prompting for Machine Translation Between Related Languages
  using Large Language Models
Decomposed Prompting for Machine Translation Between Related Languages using Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ratish Puduppully
Anoop Kunchukuttan
Mary Dabre
Ai Ti Aw
Nancy F. Chen
VLM
252
1
0
22 May 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech
  Pre-Training for Adaptation to Unseen Languages
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen LanguagesInterspeech (Interspeech), 2023
Andrew Rouditchenko
Sameer Khurana
Samuel Thomas
Rogerio Feris
Leonid Karlinsky
Hilde Kuehne
David Harwath
Brian Kingsbury
James R. Glass
VLM
295
25
0
21 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large
  Language Models
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023
Oana Ignat
Zhijing Jin
Artem Abzaliev
Laura Biester
Santiago Castro
...
Verónica Pérez-Rosas
Siqi Shen
Zekun Wang
Winston Wu
Amélie Reymond
LRM
321
8
0
21 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented
  Languages
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sebastian Ruder
J. Clark
Alexander Gutkin
Mihir Kale
Min Ma
...
Dan Garrette
R. Ingle
Melvin Johnson
Dmitry Panteleev
Partha P. Talukdar
ELM
318
47
0
19 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages
Language Model Tokenizers Introduce Unfairness Between LanguagesNeural Information Processing Systems (NeurIPS), 2023
Aleksandar Petrov
Emanuele La Malfa
Juil Sock
Adel Bibi
346
173
0
17 May 2023
Measuring Cross-Lingual Transferability of Multilingual Transformers on
  Sentence Classification
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification
Zewen Chi
Heyan Huang
Xian-Ling Mao
243
0
0
15 May 2023
Learning Language-Specific Layers for Multilingual Machine Translation
Learning Language-Specific Layers for Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Telmo Pires
Robin M. Schmidt
Yi-Hsiu Liao
Stephan Peitz
256
22
0
04 May 2023
Spaiche: Extending State-of-the-Art ASR Models to Swiss German Dialects
Spaiche: Extending State-of-the-Art ASR Models to Swiss German DialectsSwiss Text Analytics Conference (SwissText), 2023
Clément Sicard
Kajetan Pyszkowski
Victor Gillioz
184
13
0
20 Apr 2023
The eBible Corpus: Data and Model Benchmarks for Bible Translation for
  Low-Resource Languages
The eBible Corpus: Data and Model Benchmarks for Bible Translation for Low-Resource Languages
Vesa Akerman
David Baines
Damien Daspit
Ulf Hermjakob
Tae Young Jang
Colin Leong
Michael Martin
Joel Mathew
J. Robie
Marcus Schwarting
131
2
0
19 Apr 2023
An Empirical Study of Leveraging Knowledge Distillation for Compressing
  Multilingual Neural Machine Translation Models
An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation ModelsEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023
Varun Gumma
Mary Dabre
Pratyush Kumar
173
8
0
19 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical
  Results and Analysis
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
Wenhao Zhu
Hongyi Liu
Qingxiu Dong
Jingjing Xu
Shujian Huang
Lingpeng Kong
Jiajun Chen
Lei Li
LRM
368
226
0
10 Apr 2023
Approaches to Corpus Creation for Low-Resource Language Technology: the
  Case of Southern Kurdish and Laki
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki
Sina Ahmadi
Zahra Azin
Sara Belelli
Antonios Anastasopoulos
112
5
0
03 Apr 2023
Hallucinations in Large Multilingual Translation Models
Hallucinations in Large Multilingual Translation ModelsTransactions of the Association for Computational Linguistics (TACL), 2023
Nuno M. Guerreiro
Duarte M. Alves
Jonas Waldendorf
Barry Haddow
Alexandra Birch
Pierre Colombo
André F.T. Martins
VLMHILMLRM
416
203
0
28 Mar 2023
Towards Making the Most of ChatGPT for Machine Translation
Towards Making the Most of ChatGPT for Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Keqin Peng
Liang Ding
Qihuang Zhong
Li Shen
Xuebo Liu
Min Zhang
Y. Ouyang
Dacheng Tao
LRM
353
305
0
24 Mar 2023
MEGA: Multilingual Evaluation of Generative AI
MEGA: Multilingual Evaluation of Generative AIConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Kabir Ahuja
Harshita Diddee
Rishav Hada
Millicent Ochieng
Krithika Ramesh
...
T. Ganu
Sameer Segal
Maxamed Axmed
Kalika Bali
Sunayana Sitaram
LM&MALRMELM
566
349
0
22 Mar 2023
Investigating the Translation Performance of a Large Multilingual
  Language Model: the Case of BLOOM
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOMEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023
Rachel Bawden
François Yvon
VLMLRM
296
89
0
03 Mar 2023
Dictionary-based Phrase-level Prompting of Large Language Models for
  Machine Translation
Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation
Marjan Ghazvininejad
Hila Gonen
Luke Zettlemoyer
219
94
0
15 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on
  Reasoning, Hallucination, and Interactivity
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Yejin Bang
Samuel Cahyawijaya
Nayeon Lee
Wenliang Dai
Jane Polak Scowcroft
...
Tiezheng Yu
Willy Chung
Quyet V. Do
Yan Xu
Pascale Fung
ReLMLRM
721
1,621
0
08 Feb 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support
  More Languages
Efficiently Upgrading Multilingual Machine Translation Models to Support More LanguagesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Simeng Sun
Maha Elbayad
Anna Y. Sun
James Cross
CLLLRM
196
5
0
07 Feb 2023
The unreasonable effectiveness of few-shot learning for machine
  translation
The unreasonable effectiveness of few-shot learning for machine translationInternational Conference on Machine Learning (ICML), 2023
Xavier Garcia
Yamini Bansal
Colin Cherry
George F. Foster
M. Krikun
Fan Feng
Melvin Johnson
Orhan Firat
320
125
0
02 Feb 2023
Adaptive Machine Translation with Large Language Models
Adaptive Machine Translation with Large Language ModelsEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023
Yasmin Moslem
Rejwanul Haque
John D. Kelleher
Andy Way
AI4CE
289
109
0
30 Jan 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine
  Translation
Lego-MT: Learning Detachable Models for Massively Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Fei Yuan
Yinquan Lu
Wenhao Zhu
Lingpeng Kong
Lei Li
Yu Qiao
Jingjing Xu
MoE
300
30
0
20 Dec 2022
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for
  Natural Language Understanding in Task-Oriented Dialogue
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Nikita Moghe
E. Razumovskaia
Liane Guillou
Ivan Vulić
Anna Korhonen
Alexandra Birch
282
19
0
20 Dec 2022
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator
GanLM: Encoder-Decoder Pre-training with an Auxiliary DiscriminatorAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Jian Yang
Shuming Ma
Li Dong
Shaohan Huang
Haoyang Huang
Yuwei Yin
Dongdong Zhang
Liqun Yang
Furu Wei
Zhoujun Li
SyDaAI4CE
183
27
0
20 Dec 2022
IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation metrics for
  Indian Languages
IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation metrics for Indian LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Ananya B. Sai
Vignesh Nagarajan
Tanay Dixit
Mary Dabre
Anoop Kunchukuttan
Pratyush Kumar
Mitesh M. Khapra
384
33
0
20 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine Translation
Synthetic Pre-Training Tasks for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Zexue He
Graeme W. Blackwood
Yikang Shen
Julian McAuley
Rogerio Feris
247
6
0
19 Dec 2022
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for
  Programming Languages
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yekun Chai
Shuohuan Wang
Chao Pang
Yu Sun
Hao Tian
Hua Wu
238
42
0
13 Dec 2022
Towards Leaving No Indic Language Behind: Building Monolingual Corpora,
  Benchmark and Models for Indic Languages
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Sumanth Doddapaneni
Rahul Aralikatte
Gowtham Ramesh
Shreyansh Goyal
Mitesh M. Khapra
Anoop Kunchukuttan
Pratyush Kumar
ELM
355
123
0
11 Dec 2022
In-context Examples Selection for Machine Translation
In-context Examples Selection for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Sweta Agrawal
Chunting Zhou
M. Lewis
Luke Zettlemoyer
Marjan Ghazvininejad
LRM
329
235
0
05 Dec 2022
Subword-Delimited Downsampling for Better Character-Level Translation
Subword-Delimited Downsampling for Better Character-Level TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Lukas Edman
Antonio Toral
Gertjan van Noord
128
7
0
02 Dec 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22Conference on Machine Translation (WMT), 2022
Laia Tarrés
Gerard I. Gállego
Xavier Giró-i-Nieto
Jordi Torres
SLR
205
7
0
02 Dec 2022
CUNI Systems for the WMT22 Czech-Ukrainian Translation Task
CUNI Systems for the WMT22 Czech-Ukrainian Translation TaskConference on Machine Translation (WMT), 2022
Martin Popel
Jindrich Libovický
Jindřich Helcl
134
6
0
01 Dec 2022
TorchScale: Transformers at Scale
TorchScale: Transformers at Scale
Shuming Ma
Hongyu Wang
Shaohan Huang
Wenhui Wang
Zewen Chi
...
Alon Benhaim
Barun Patra
Vishrav Chaudhary
Xia Song
Furu Wei
AI4CE
121
12
0
23 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BigScience Workshop
:
Teven Le Scao
Angela Fan
Christopher Akiki
...
Zhongli Xie
Zifan Ye
M. Bras
Younes Belkada
Thomas Wolf
VLM
841
2,755
0
09 Nov 2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual
  Speech-to-Speech Translations
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech TranslationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Paul-Ambroise Duquenne
Hongyu Gong
Ning Dong
Jingfei Du
Ann Lee
Vedanuj Goswani
Changhan Wang
J. Pino
Benoît Sagot
Holger Schwenk
255
44
0
08 Nov 2022
Continual Learning of Neural Machine Translation within Low Forgetting
  Risk Regions
Continual Learning of Neural Machine Translation within Low Forgetting Risk RegionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Shuhao Gu
Bojie Hu
Yang Feng
CLL
220
23
0
03 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual
  Translation
Learning an Artificial Language for Knowledge-Sharing in Multilingual TranslationConference on Machine Translation (WMT), 2022
Danni Liu
Jan Niehues
169
7
0
02 Nov 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine
  Translation Metrics
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsConference on Machine Translation (WMT), 2022
Chantal Amrhein
Nikita Moghe
Liane Guillou
ELM
284
27
0
27 Oct 2022
Too Brittle To Touch: Comparing the Stability of Quantization and
  Distillation Towards Developing Lightweight Low-Resource MT Models
Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT ModelsConference on Machine Translation (WMT), 2022
Harshita Diddee
Sandipan Dandapat
Monojit Choudhury
T. Ganu
Kalika Bali
211
8
0
27 Oct 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model
  for Low-Resource Languages
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Alireza Mohammadshahi
Vassilina Nikoulina
Alexandre Berard
Caroline Brun
James Henderson
Laurent Besacier
VLMMoELRM
246
24
0
20 Oct 2022
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared
  Task (MixMT)
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared Task (MixMT)Conference on Machine Translation (WMT), 2022
Faheem Kirefu
Vivek Iyer
Pinzhen Chen
Laurie Burchell
MoE
152
1
0
20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve
  Multilingual Translation for Low-Resourced African Languages
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African LanguagesConference on Machine Translation (WMT), 2022
Idris Abdulmumin
Michael Beukman
Jesujoba Oluwadara Alabi
Chris C. Emezue
Everlyn Asiko
...
Shamsuddeen Hassan Muhammad
Mofetoluwa Adeyemi
Oreen Yousuf
Sahib Singh
T. Gwadabe
343
10
0
19 Oct 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual
  Labeled Sequence Translation
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jian Yang
Shaohan Huang
Shuming Ma
Yuwei Yin
Li Dong
Dongdong Zhang
Hongcheng Guo
Zhoujun Li
Furu Wei
195
27
0
13 Oct 2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT
DICTDIS: Dictionary Constrained Disambiguation for Improved NMTConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ayush Maheshwari
Piyush Sharma
Preethi Jyothi
Ganesh Ramakrishnan
218
6
0
13 Oct 2022
Bidirectional Language Models Are Also Few-shot Learners
Bidirectional Language Models Are Also Few-shot LearnersInternational Conference on Learning Representations (ICLR), 2022
Ajay Patel
Bryan Li
Mohammad Sadegh Rasooli
Noah Constant
Colin Raffel
Chris Callison-Burch
LRM
229
69
0
29 Sep 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to
  Aid Refugees
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid RefugeesBaltic Journal of Modern Computing (BJMC), 2022
Toms Bergmanis
Marcis Pinnis
113
1
0
28 Sep 2022
Improving Multilingual Neural Machine Translation System for Indic
  Languages
Improving Multilingual Neural Machine Translation System for Indic Languages
Sudhansu Bala Das
Atharv Biradar
Tapas Kumar Mishra
B. Patra
237
41
0
27 Sep 2022
Rethinking Round-Trip Translation for Machine Translation Evaluation
Rethinking Round-Trip Translation for Machine Translation EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Terry Yue Zhuo
Xingliang Yuan
Xuanli He
Trevor Cohn
LRM
242
7
0
15 Sep 2022
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware
  Neural Machine Translation
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine TranslationConference on Machine Translation (WMT), 2022
Artur Nowakowski
Gabriela Pałka
Kamil Guttmann
Miko Pokrywka
203
6
0
07 Sep 2022
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