Rapid Adaptation of Neural Machine Translation to New Languages

13 August 2018

Graham Neubig

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

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Title
Sparse Subnetwork Enhancement for Underrepresented Languages in Large Language Models Daniil Gurgurov Josef van Genabith Simon Ostermann MoE 178 0 0 15 Oct 2025
Deterministic Reversible Data Augmentation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 346 0 0 21 Feb 2025
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning Alexis Allemann Àlex R. Atrio Andrei Popescu-Belis 296 2 0 08 Oct 2024
Can the Variation of Model Weights be used as a Criterion for Self-Paced Multilingual NMT? Àlex R. Atrio Alexis Allemann Ljiljana Dolamic Andrei Popescu-Belis 216 1 0 05 Oct 2024
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation ApproachConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 287 6 0 28 Sep 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Carlos Mullov Ngoc-Quan Pham Alexander Waibel 197 2 0 05 Aug 2024
AnyTrans: Translate AnyText in the Image with Large Scale Models Zhipeng Qian Pei Zhang Baosong Yang Kai Fan Yiwei Ma Yang Li Xiaoshuai Sun Rongrong Ji VLM 212 3 0 17 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Holy Lovenia Rahmad Mahendra Salsabil Maulana Akbar Lester James V. Miranda Jennifer Santoso ... Genta Indra Winata Ruochen Zhang Fajri Koto Zheng-Xin Yong Samuel Cahyawijaya 439 32 0 14 Jun 2024
CMULAB: An Open-Source Framework for Training and Deployment of Natural Language Processing Models Zaid A. W. Sheikh Antonios Anastasopoulos Shruti Rijhwani Lindia Tjuatja Robbie Jimerson Graham Neubig 190 1 0 03 Apr 2024
Survey in Characterization of Semantic Change Jader Martins Camboim de Sá Marcos Da Silveira C. Pruski 337 10 0 29 Feb 2024
Could We Have Had Better Multilingual LLMs If English Was Not the Central Language? Ryandito Diandaru Lucky Susanto Zilu Tang Ayu Purwarianti Derry Wijaya 243 3 0 21 Feb 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation Ikuya Yamada Ryokan Ri KELM 234 3 0 18 Feb 2024
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens Nay San Georgios Paraskevopoulos Aryaman Arora Xiluo He Prabhjot Kaur Oliver Adams Dan Jurafsky 160 13 0 03 Feb 2024
Disentangling the Roles of Target-Side Transfer and Regularization in Multilingual Machine Translation Yan Meng Christof Monz LRM 197 2 0 01 Feb 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 164 4 0 11 Jan 2024
How Vocabulary Sharing Facilitates Multilingualism in LLaMA?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 279 16 0 15 Nov 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann 154 14 0 11 Jun 2023
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator LossInternational Workshop on Spoken Language Translation (IWSLT), 2023 Yihong Liu Alexandra Chronopoulou Hinrich Schütze Kangyang Luo 188 2 0 26 May 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational LensConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 David Stap Vlad Niculae Christof Monz 241 12 0 19 May 2023
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Martijn Bartelds Nay San Bradley McDonnell Dan Jurafsky Martijn B. Wieling 203 58 0 18 May 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages Zhong Zhou Jan Niehues Alexander Waibel 160 0 0 05 May 2023
Letz Translate: Low-Resource Machine Translation for LuxembourgishICON (ICON), 2023 Yewei Song Saad Ezzini Jacques Klein Tegawende F. Bissyande C. Lefebvre A. Goujon 177 5 0 02 Mar 2023
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 CLL LRM 155 5 0 07 Feb 2023
Multilingual Sentence Transformer as A Multilingual Word AlignerConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weikang Wang Guanhua Chen Hongru Wang Yue Han Yun-Nung Chen 194 12 0 28 Jan 2023
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 268 30 0 20 Dec 2022
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zheng-Xin Yong Hailey Schoelkopf Niklas Muennighoff Alham Fikri Aji David Ifeoluwa Adelani ... Genta Indra Winata Stella Biderman Edward Raff Dragomir R. Radev Vassilina Nikoulina CLL VLM AI4CE LRM 330 106 0 19 Dec 2022
Continual Knowledge Distillation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yuan Zhang Peng Li Maosong Sun Yang Liu FedML CLL 201 7 0 18 Dec 2022
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhao Li Xuebo Liu Yang Li Lidia S. Chao Min Zhang CLL 170 15 0 08 Dec 2022
CLSE: Corpus of Linguistically Significant EntitiesIEEE Games Entertainment Media Conference (GEM), 2022 A. Chuklin Justin Zhao Mihir Kale 175 3 0 04 Nov 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Kangyang Luo 136 3 0 21 Oct 2022
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 VLM MoE LRM 214 24 0 20 Oct 2022
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 293 10 0 19 Oct 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hongqiu Wu Ruixue Ding Haizhen Zhao Boli Chen Pengjun Xie Fei Huang Min Zhang MoMe 274 8 0 19 Oct 2022
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Kangyang Luo 259 22 0 30 Sep 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid RefugeesBaltic Journal of Modern Computing (BJMC), 2022 Toms Bergmanis Marcis Pinnis 105 1 0 28 Sep 2022
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican Nathaniel R. Robinson Cameron J. Hogan Nancy Fulda David R. Mortensen 238 7 0 13 Sep 2022
Informative Language Representation Learning for Massively Multilingual Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2022 Renren Jin Deyi Xiong 204 5 0 04 Sep 2022
Benchmarking Azerbaijani Neural Machine Translation Chih-Chen Chen William Chen 91 0 0 29 Jul 2022
Local Byte Fusion for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Makesh Narsimhan Sreedhar Xiangpeng Wan Yu-Jie Cheng Junjie Hu 385 6 0 23 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ahmet Üstün Asa Cooper Stickland 160 8 0 23 May 2022
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation Muhammad Umair Nasir Innocent Amos Mchechesi 211 9 0 17 May 2022
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Zhiwen Chen Yonghui Wu Macduff Hughes 262 108 0 09 May 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource LanguagesComputer Speech and Language (CSL), 2022 Bin Li Yixuan Weng Fei Xia Hanjun Deng 135 30 0 09 Apr 2022
MMTAfrica: Multilingual Machine Translation for African LanguagesConference on Machine Translation (WMT), 2022 Chris C. Emezue Bonaventure F. P. Dossou 117 25 0 08 Apr 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Nishant Kambhatla Logan Born Anoop Sarkar 164 17 0 01 Apr 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?Findings (Findings), 2022 E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 303 51 0 16 Mar 2022
Adaptor: Objective-Centric Adaptation Framework for Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Michal vStefánik Vít Novotný Nikola Groverová Petr Sojka 250 10 0 08 Mar 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 185 29 0 09 Jan 2022
DEEP: DEnoising Entity Pre-training for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Junjie Hu Hiroaki Hayashi Dong Wang Graham Neubig AI4CE 127 26 0 14 Nov 2021
Continual Learning in Multilingual NMT via Language-Specific EmbeddingsConference on Machine Translation (WMT), 2021 Alexandre Berard CLL 154 22 0 20 Oct 2021

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Rapid Adaptation of Neural Machine Translation to New Languages

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