Zero-Resource Translation with Multi-Lingual Neural Machine Translation

13 June 2016

Orhan Firat

B. Sankaran

Yaser Al-Onaizan

Fatoş T. Yarman Vural

Dong Wang

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Papers citing "Zero-Resource Translation with Multi-Lingual Neural Machine Translation"

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Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesFindings (Findings), 2020 W. Nekoto Vukosi Marivate T. Matsila Timi E. Fasubaa T. Kolawole ... A. Olabiyi A. Ramkilowan A. Oktem Adewale Akinfaderin Abdallah Bashir 220 251 0 05 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 225 33 0 23 Sep 2020
Zero-Resource Knowledge-Grounded Dialogue GenerationNeural Information Processing Systems (NeurIPS), 2020 Linxiao Li Can Xu Wei Wu Yufan Zhao Xueliang Zhao Chongyang Tao 202 74 0 29 Aug 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
Topic Adaptation and Prototype Encoding for Few-Shot Visual StorytellingACM Multimedia (ACM MM), 2020 Jiacheng Li Siliang Tang Juncheng Li Jun Xiao Leilei Gan Shiliang Pu Yueting Zhuang VGen 108 15 0 11 Aug 2020
An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation Rashi Kumar Piyush Jha V. Sahula 115 14 0 09 Jun 2020
Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa Mikel Artetxe 132 11 0 29 May 2020
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual PivotingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Po-Yao (Bernie) Huang Junjie Hu Xiaojun Chang Alexander G. Hauptmann 164 55 0 06 May 2020
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-DecodersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa Mikel Artetxe 122 57 0 14 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 194 6 0 07 Apr 2020
Bootstrapping a Crosslingual Semantic ParserFindings (Findings), 2020 Tom Sherborne Yumo Xu Mirella Lapata 355 25 0 06 Apr 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Mary Dabre Chenhui Chu Anoop Kunchukuttan LRM 356 34 0 04 Jan 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 172 9 0 25 Dec 2019
Neural Machine Translation: A Review and SurveyJournal of Artificial Intelligence Research (JAIR), 2019 Felix Stahlberg 3DV AI4TS MedIm 351 379 0 04 Dec 2019
Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019 Baijun Ji Zhirui Zhang Xiangyu Duan Min Zhang Boxing Chen Weihua Luo 175 67 0 03 Dec 2019
Multimodal Machine Translation through Visuals and SpeechMachine Translation (MT), 2019 U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 188 87 0 28 Nov 2019
Contrastive Multi-document Question GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2019 W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 330 31 0 08 Nov 2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 W. Cho Yizhe Zhang Sudha Rao Chris Brockett Sungjin Lee 175 7 0 25 Oct 2019
Multilingual Question Answering from Formatted Text applied to Conversational Agents W. Siblini Charlotte Pasqual Axel Lavielle Mohamed Challal Cyril Cauchois 153 21 0 10 Oct 2019
One-To-Many Multilingual End-to-end Speech TranslationAutomatic Speech Recognition & Understanding (ASRU), 2019 Mattia Antonino Di Gangi Matteo Negri Marco Turchi 164 52 0 08 Oct 2019
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs Yuxian Meng Xiangyuan Ren Zijun Sun Xiaoya Li Arianna Yuan Leilei Gan Jiwei Li AIMat AI4CE 118 9 0 26 Sep 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 123 87 0 20 Sep 2019
Multilingual Neural Machine Translation for Zero-Resource Languages Surafel Melaku Lakew Marcello Federico Mattia Antonino Di Gangi Marco Turchi 152 15 0 16 Sep 2019
Countering Language Drift via Visual GroundingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Jason D. Lee Dong Wang Douwe Kiela 167 73 0 10 Sep 2019
Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role LabelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Angel Daza Anette Frank 122 23 0 29 Aug 2019
Language Graph Distillation for Low-Resource Machine Translation Tianyu He Jiale Chen Xu Tan Tao Qin 103 7 0 17 Aug 2019
Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for BulgarianRecent Advances in Natural Language Processing (RANLP), 2019 Momchil Hardalov Ivan Koychev Preslav Nakov RALM 192 21 0 05 Aug 2019
Learning Representation Mapping for Relation Detection in Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Peng Wu Shujian Huang Rongxiang Weng Zaixiang Zheng Jianbing Zhang Xiaohui Yan Jiajun Chen 120 32 0 17 Jul 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 219 447 0 11 Jul 2019
From Bilingual to Multilingual Neural Machine Translation by Incremental TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AIMat LRM 163 32 0 28 Jun 2019
Translating Translationese: A Two-Step Approach to Unsupervised Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Nima Pourdamghani Nada Aldarrab Marjan Ghazvininejad Kevin Knight Jonathan May 171 24 0 11 Jun 2019
Improved Zero-shot Neural Machine Translation via Ignoring Spurious CorrelationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Jiatao Gu Yong Wang Dong Wang Victor O.K. Li 145 109 0 04 Jun 2019
A Brief Survey of Multilingual Neural Machine Translation Mary Dabre Chenhui Chu Anoop Kunchukuttan LRM 153 4 0 14 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language GenerationInternational Conference on Machine Learning (ICML), 2019 Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 521 999 0 07 May 2019
Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat Ankur P. Parikh 219 57 0 04 Apr 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation N. Arivazhagan Ankur Bapna Orhan Firat Roee Aharoni Melvin Johnson Wolfgang Macherey 159 120 0 17 Mar 2019
Massively Multilingual Neural Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 555 517 0 28 Feb 2019
Improving Zero-Shot Translation of Low-Resource Languages Surafel Melaku Lakew Q. F. Lotito Matteo Negri Marco Turchi Marcello Federico 145 47 0 04 Nov 2018
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Surafel Melaku Lakew A. Erofeeva Matteo Negri Marcello Federico Marco Turchi 147 69 0 03 Nov 2018
Multilingual NMT with a language-independent attention bridge Ananda Sreenidhi Alessandro Raganato Jörg Tiedemann Mathias Creutz 156 46 0 01 Nov 2018
Language-Independent Representor for Neural Machine Translation Long Zhou Yuchen Liu Jiajun Zhang Chengqing Zong Guoping Huang 141 2 0 01 Nov 2018
Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios Mrinmaya Sachan Graham Neubig Tom Michael Mitchell 153 152 0 26 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Dong Wang Victor O.K. Li 261 358 0 25 Aug 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 383 80 0 16 Jun 2018
Multi-Source Neural Machine Translation with Missing Data Yuta Nishimura Katsuhito Sudoh Graham Neubig Satoshi Nakamura 173 54 0 07 Jun 2018
A neural interlingua for multilingual machine translationConference on Machine Translation (WMT), 2018 Y. Lu Phillip Keung Faisal Ladhak Vikas Bhardwaj Shaonan Zhang Jason Sun AI4CE 212 126 0 23 Apr 2018
Phrase-Based & Neural Unsupervised Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 396 696 0 20 Apr 2018
Unpaired Image Captioning by Language PivotingEuropean Conference on Computer Vision (ECCV), 2018 Jiuxiang Gu Shafiq Joty Jianfei Cai G. Wang 221 88 0 14 Mar 2018
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game Yun Chen Yang Liu Victor O.K. Li 197 48 0 09 Feb 2018
Towards Neural Machine Translation with Partially Aligned Corpora Yining Wang Yang Zhao Jiajun Zhang Chengqing Zong Zhengshan Xue 154 10 0 03 Nov 2017