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"

50 / 64 papers shown

Title
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 51 0 0 21 Feb 2025
AnyTrans: Translate AnyText in the Image with Large Scale Models Zhipeng Qian Pei Zhang Baosong Yang Kai Fan Yiwei Ma Derek F. Wong Xiaoshuai Sun Rongrong Ji VLM 56 1 0 17 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages 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 98 9 0 14 Jun 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation Ikuya Yamada Ryokan Ri KELM 25 0 0 18 Feb 2024
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 42 10 0 15 Nov 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages Zhong Zhou Jan Niehues Alexander Waibel 37 0 0 05 May 2023
Letz Translate: Low-Resource Machine Translation for Luxembourgish Yewei Song Saad Ezzini Jacques Klein Tegawende F. Bissyande C. Lefebvre A. Goujon 33 2 0 02 Mar 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation Fei Yuan Yinquan Lu Wenhao Zhu Lingpeng Kong Lei Li Yu Qiao Jingjing Xu MoE 38 22 0 20 Dec 2022
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting 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 35 81 0 19 Dec 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Alexander Fraser 29 3 0 21 Oct 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier VLM MoE LRM 29 20 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 34 8 0 19 Oct 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees Toms Bergmanis Marcis Pinnis 19 1 0 28 Sep 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? Ahmet Üstün Asa Cooper Stickland 42 7 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 42 8 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 Zhehuai Chen Yonghui Wu Macduff Hughes 56 98 0 09 May 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 29 15 0 09 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 29 24 0 08 Apr 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla Logan Born Anoop Sarkar 21 16 0 01 Apr 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models Michal vStefánik Vít Novotný Nikola Groverová Petr Sojka 35 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 33 29 0 09 Jan 2022
DEEP: DEnoising Entity Pre-training for Neural Machine Translation Junjie Hu Hiroaki Hayashi Kyunghyun Cho Graham Neubig AI4CE 27 21 0 14 Nov 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings Alexandre Berard CLL 27 20 0 20 Oct 2021
Improving Arabic Diacritization by Learning to Diacritize and Translate Brian Thompson A. Alshehri 42 10 0 29 Sep 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages Machel Reid Junjie Hu Graham Neubig Y. Matsuo 77 31 0 10 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 39 150 0 01 Sep 2021
Cross-lingual Transferring of Pre-trained Contextualized Language Models Zuchao Li Kevin Parnow Hai Zhao ZhuoSheng Zhang Rui Wang Masao Utiyama Eiichiro Sumita 13 8 0 27 Jul 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 40 58 0 09 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 42 237 0 29 Jun 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation Mozhdeh Gheini Xiang Ren Jonathan May LRM 31 105 0 18 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 27 86 0 14 Apr 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models Po-Yao (Bernie) Huang Mandela Patrick Junjie Hu Graham Neubig Florian Metze Alexander G. Hauptmann MLLM VLM 24 56 0 16 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution Xavier Garcia Noah Constant Ankur P. Parikh Orhan Firat 48 42 0 11 Mar 2021
Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 15 20 0 19 Oct 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 30 31 0 23 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 21 33 0 16 Sep 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 43 8 0 11 Aug 2020
A Multilingual Parallel Corpora Collection Effort for Indian Languages Shashank Siripragrada Jerin Philip Vinay P. Namboodiri C. V. Jawahar VLM 32 47 0 15 Jul 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant Ankur Bapna Yuan Cao Orhan Firat Mengzhao Chen Sneha Kudugunta N. Arivazhagan Yonghui Wu 38 86 0 11 May 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation Asa Cooper Stickland Xian Li Marjan Ghazvininejad 36 44 0 30 Apr 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing Ahmet Üstün Arianna Bisazza G. Bouma Gertjan van Noord 27 113 0 29 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 16 99 0 14 Apr 2020
Towards Automatic Face-to-Face Translation Prajwal K R Rudrabha Mukhopadhyay Jerin Philip Abhishek Jha Vinay P. Namboodiri C. V. Jawahar CVBM 42 172 0 01 Mar 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 35 7 0 17 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 29 17 0 06 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 36 33 0 04 Jan 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 24 8 0 25 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 28 313 0 04 Dec 2019