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 / 133 papers shown

Title
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Asa Cooper Stickland Alexandre Berard Vassilina Nikoulina AI4CE 137 32 0 18 Oct 2021
Breaking Down Multilingual Machine Translation Ting-Rui Chiang Yi-Pei Chen Yi-Ting Yeh Graham Neubig 135 15 0 15 Oct 2021
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer David Vilar Artem Sokolov 201 18 0 13 Oct 2021
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT Svetlana Tchistiakova Jesujoba Oluwadara Alabi Koel Dutta Chowdhury Sourav Dutta Dana Ruiter VLM 133 6 0 29 Sep 2021
Improving Arabic Diacritization by Learning to Diacritize and Translate Brian Thompson A. Alshehri 118 11 0 29 Sep 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Machel Reid Junjie Hu Graham Neubig Y. Matsuo 198 37 0 10 Sep 2021
Distributionally Robust Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Chunting Zhou Daniel Levy Xian Li Marjan Ghazvininejad Graham Neubig 207 24 0 09 Sep 2021
Competence-based Curriculum Learning for Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Mingliang Zhang Fandong Meng Y. Tong Jie Zhou 204 18 0 09 Sep 2021
Survey of Low-Resource Machine TranslationComputational Linguistics (CL), 2021 Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 468 195 0 01 Sep 2021
Active Learning for Massively Parallel Translation of Constrained Text into Low Resource Languages Zhong Zhou A. Waibel 252 5 0 16 Aug 2021
Machine Translation of Low-Resource Indo-European LanguagesConference on Machine Translation (WMT), 2021 Wei-Rui Chen Muhammad Abdul-Mageed 167 3 0 08 Aug 2021
Cross-lingual Transferring of Pre-trained Contextualized Language Models Zuchao Li Kevin Parnow Hai Zhao Zhuosheng Zhang Rui Wang Masao Utiyama Eiichiro Sumita 107 8 0 27 Jul 2021
More Parameters? No Thanks!Findings (Findings), 2021 Zeeshan Khan Kartheek Akella Vinay P. Namboodiri C. V. Jawahar 103 1 0 20 Jul 2021
A Survey on Low-Resource Neural Machine TranslationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 189 69 0 09 Jul 2021
Neural Machine Translation for Low-Resource Languages: A SurveyACM Computing Surveys (CSUR), 2021 Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 316 318 0 29 Jun 2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMTFindings (Findings), 2021 Tasnim Mohiuddin M Saiful Bari Shafiq Joty 181 8 0 09 Jun 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages StudyAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yash Khemchandani Sarvesh Mehtani Vaidehi Patil Abhijeet Awasthi Partha P. Talukdar Sunita Sarawagi 225 33 0 07 Jun 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Wei-Jen Ko Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Naman Goyal Francisco Guzmán Pascale Fung Philipp Koehn Mona T. Diab 165 50 0 31 May 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Mozhdeh Gheini Xiang Ren Jonathan May LRM 296 155 0 18 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A SurveyJournal of Artificial Intelligence Research (JAIR), 2021 Danielle Saunders AI4CE 327 105 0 14 Apr 2021
Token-wise Curriculum Learning for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao T. Zhao 188 5 0 20 Mar 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Po-Yao (Bernie) Huang Mandela Patrick Junjie Hu Graham Neubig Florian Metze Alexander G. Hauptmann MLLM VLM 273 60 0 16 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary SubstitutionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Xavier Garcia Noah Constant Ankur P. Parikh Orhan Firat 208 51 0 11 Mar 2021
Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings Carlos Mullov Ngoc-Quan Pham A. Waibel 94 3 0 11 Mar 2021
Self-Learning for Zero Shot Neural Machine Translation Surafel Melaku Lakew Matteo Negri Marco Turchi 153 1 0 10 Mar 2021
Meta Back-translationInternational Conference on Learning Representations (ICLR), 2021 Hieu H. Pham Xinyi Wang Yiming Yang Graham Neubig 168 26 0 15 Feb 2021
Improving Zero-Shot Translation by Disentangling Positional InformationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Danni Liu Jan Niehues James Cross Francisco Guzmán Xian Li 231 49 0 30 Dec 2020
As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other LanguagesFindings (Findings), 2020 Wietse de Vries Malvina Nissim 322 91 0 10 Dec 2020
Revisiting Modularized Multilingual NMT to Meet Industrial DemandsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 149 21 0 19 Oct 2020
Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation Fahimeh Saleh Wray Buntine Gholamreza Haffari 161 11 0 12 Oct 2020
Improving Target-side Lexical Transfer in Multilingual Neural Machine TranslationFindings (Findings), 2020 Luyu Gao Xinyi Wang Graham Neubig 163 8 0 04 Oct 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare LanguagesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 233 33 0 23 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMTConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Alexandra Chronopoulou Dario Stojanovski Kangyang Luo 202 35 0 16 Sep 2020
On Learning Language-Invariant Representations for Universal Machine TranslationInternational Conference on Machine Learning (ICML), 2020 Hao Zhao Junjie Hu Andrej Risteski 180 8 0 11 Aug 2020
A Survey of Orthographic Information in Machine Translation Bharathi Raja Chakravarthi P. Rani Mihael Arcan John P. Mccrae 130 35 0 04 Aug 2020
A Multilingual Parallel Corpora Collection Effort for Indian LanguagesInternational Conference on Language Resources and Evaluation (LREC), 2020 Shashank Siripragrada Jerin Philip Vinay P. Namboodiri C. V. Jawahar VLM 122 57 0 15 Jul 2020
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks Jimin Sun Hwijeen Ahn Chan Young Park Yulia Tsvetkov David R. Mortensen 175 3 0 16 Jun 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages Tyler A. Chang Anna N. Rafferty 222 2 0 17 May 2020
Neural Polysynthetic Language Modelling Lane Schwartz Francis M. Tyers Lori S. Levin Christo Kirov Patrick Littell ... Vasilisa Andriyanets Aldrian Obaja Muis Naoki Otani J. Park Zhisong Zhang 243 25 0 11 May 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 230 88 0 11 May 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Asa Cooper Stickland Xian Li Marjan Ghazvininejad 238 49 0 30 Apr 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot ParaphrasingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Brian Thompson Matt Post LRM 209 199 0 30 Apr 2020
UDapter: Language Adaptation for Truly Universal Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ahmet Üstün Arianna Bisazza G. Bouma Gertjan van Noord 280 122 0 29 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 254 73 0 22 Apr 2020
Balancing Training for Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Xinyi Wang Yulia Tsvetkov Graham Neubig 396 110 0 14 Apr 2020
Low Resource Neural Machine Translation: A Benchmark for Five African Languages Surafel Melaku Lakew Matteo Negri Marco Turchi AIMat 97 34 0 31 Mar 2020
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural NetworksNordic Conference of Computational Linguistics (NODALIDA), 2020 Prajit Dhar Arianna Bisazza 222 10 0 31 Mar 2020
Tigrinya Neural Machine Translation with Transfer Learning for Humanitarian Response A. Oktem Mirko Plitt G. Tang 168 13 0 09 Mar 2020
Towards Automatic Face-to-Face TranslationACM Multimedia (ACM MM), 2019 Prajwal K R Rudrabha Mukhopadhyay Jerin Philip Abhishek Jha Vinay P. Namboodiri C. V. Jawahar CVBM 220 202 0 01 Mar 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 192 7 0 17 Jan 2020