Title
Efficient Inference for Multilingual Neural Machine Translation Alexandre Berard Dain Lee Stéphane Clinchant K. Jung Vassilina Nikoulina 276 12 0 14 Sep 2021
Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer Fushun Zhu Shan Zhao Peng Wang Hao Wang Hua Yan Shuaicheng Liu ViT 109 19 0 14 Sep 2021
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space Alex Jones Wenjie Wang Kyle Mahowald 172 11 0 13 Sep 2021
Evaluating Multiway Multilingual NMT in the Turkic Languages Jamshidbek Mirzakhalov A. Babu Aigiz Kunafin Ahsan Wahab Behzodbek Moydinboyev ... Julia Kreutzer Francis M. Tyers Orhan Firat John Licato Sriram Chellappan ELM 144 13 0 13 Sep 2021
Levenshtein Training for Word-level Quality Estimation Shuoyang Ding Marcin Junczys-Dowmunt Matt Post Philipp Koehn 105 8 0 12 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 168 18 0 09 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Shahar Levy Koren Lazar Gabriel Stanovsky 226 79 0 08 Sep 2021
Survey of Low-Resource Machine TranslationComputational Linguistics (CL), 2021 Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 436 194 0 01 Sep 2021
Discovering Representation Sprachbund For Multilingual Pre-TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Yiming Fan Yaobo Liang Alexandre Muzio Hany Hassan Houqiang Li Ming Zhou Nan Duan 104 10 0 01 Sep 2021
Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021 Karthik Puranik Adeep Hande R. Priyadharshini Thenmozi Durairaj Anbukkarasi Sampath K. Thamburaj Bharathi Raja Chakravarthi 140 9 0 19 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language ModelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 306 159 0 11 Aug 2021
Improving Similar Language Translation With Transfer LearningConference on Machine Translation (WMT), 2021 Ife Adebara Muhammad Abdul-Mageed 174 1 0 07 Aug 2021
Facebook AI WMT21 News Translation Task SubmissionConference on Machine Translation (WMT), 2021 C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 334 85 0 06 Aug 2021
Paraphrasing via Ranking Many CandidatesInternational Conference on Natural Language Generation (INLG), 2021 Joosung Lee 131 1 0 20 Jul 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared TaskInternational Workshop on Spoken Language Translation (IWSLT), 2021 Yun Tang Hongyu Gong Xian Li Changhan Wang J. Pino Holger Schwenk Naman Goyal 146 11 0 14 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 316 313 0 29 Jun 2021
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders Shuming Ma Li Dong Shaohan Huang Dongdong Zhang Alexandre Muzio Saksham Singhal Hany Awadalla Xia Song Furu Wei SLR AI4CE 191 88 0 25 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine TranslationTransactions of the Association for Computational Linguistics (TACL), 2021 Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 307 697 0 06 Jun 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Mohammad Kachuee Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 233 63 0 05 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 149 50 0 31 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiao Pan Mingxuan Wang Liwei Wu Lei Li 290 228 0 20 May 2021
Learning Language Specific Sub-network for Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Zehui Lin Liwei Wu Mingxuan Wang Lei Li 226 87 0 19 May 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine TranslationFindings (Findings), 2021 Zihan Liu Genta Indra Winata Pascale Fung VLM CLL 204 62 0 09 May 2021
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Guanhua Chen Shuming Ma Yun-Nung Chen Li Dong Dongdong Zhang Jianxiong Pan Wenping Wang Furu Wei 126 41 0 18 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue SystemsJournal of Artificial Intelligence Research (JAIR), 2021 E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 437 37 0 17 Apr 2021
Investigating Failures of Automatic Translation in the Case of Unambiguous GenderAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Adithya Renduchintala Adina Williams 100 28 0 16 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 197 4 0 15 Apr 2021
BASE Layers: Simplifying Training of Large, Sparse ModelsInternational Conference on Machine Learning (ICML), 2021 M. Lewis Shruti Bhosale Tim Dettmers Naman Goyal Luke Zettlemoyer MoE 346 330 0 30 Mar 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsTransactions of the Association for Computational Linguistics (TACL), 2021 Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 339 308 0 22 Mar 2021
The Effect of Domain and Diacritics in Yorùbá-English Neural Machine TranslationMachine Translation Summit (MT Summit), 2021 David Ifeoluwa Adelani Dana Ruiter Jesujoba Oluwadara Alabi Damilola Adebonojo Adesina Ayeni Mofetoluwa Adeyemi Ayodele Awokoya C. España-Bonet 180 45 0 15 Mar 2021
Majority Voting with Bidirectional Pre-translation For Bitext RetrievalWorkshop on Building and Using Comparable Corpora (BUCC), 2021 Alex Jones Derry Wijaya 223 6 0 10 Mar 2021
Hierarchical Transformer for Multilingual Machine TranslationWorkshop on NLP for Similar Languages, Varieties and Dialects (VarDial), 2021 A. Khusainova A. Khan Adín Ramirez Rivera V. Romanov MoE 104 3 0 05 Mar 2021
The Multilingual TEDx Corpus for Speech Recognition and TranslationInterspeech (Interspeech), 2021 Elizabeth Salesky Sanjeev Khudanpur Jacob Bremerman R. Cattoni Matteo Negri Marco Turchi Douglas W. Oard Matt Post 228 137 0 02 Feb 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient SparsityJournal of machine learning research (JMLR), 2021 W. Fedus Barret Zoph Noam M. Shazeer MoE 564 2,988 0 11 Jan 2021
Local Translation Services for Neglected Languages David Noever Josh Kalin Matt Ciolino Dom Hambrick Gerry V. Dozier 345 4 0 05 Jan 2021
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders Shuming Ma Jian Yang Haoyang Huang Zewen Chi Li Dong ... Akiko Eriguchi Saksham Singhal Xia Song Arul Menezes Furu Wei LRM 138 36 0 31 Dec 2020
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 223 49 0 30 Dec 2020
DeepRepair: Style-Guided Repairing for DNNs in the Real-world Operational Environment Bing Yu Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Jianjun Zhao 119 5 0 19 Nov 2020
Tag-less Back-TranslationMachine Translation (MT), 2019 Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 222 12 0 22 Dec 2019
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 236 289 0 10 Nov 2019
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 929 4,435 0 28 Feb 2017

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Beyond English-Centric Multilingual Machine Translation

Papers citing "Beyond English-Centric Multilingual Machine Translation"