Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders

14 April 2020

Carlos Escolano

Papers citing "Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders"

28 / 28 papers shown

Title
Cross-Lingual Representation Alignment Through Contrastive Image-Caption TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Nathaniel Krasner Nicholas Lanuzo Antonios Anastasopoulos VLM 79 0 0 19 May 2025
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation Zhe Cao Zhi Qu Hidetaka Kamigaito Taro Watanabe MoE 121 2 0 08 Sep 2024
I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures Timothee Mickus Raúl Vázquez Joseph Attieh 129 0 0 27 Apr 2024
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki Timothee Mickus Stig-Arne Gronroos Joseph Attieh M. Boggia Ona de Gibert Shaoxiong Ji Niki Andreas Lopi Alessandro Raganato Raúl Vázquez Jörg Tiedemann 107 3 0 12 Mar 2024
Pushing the Limits of Zero-shot End-to-End Speech Translation Ioannis Tsiamas Gerard I. Gállego José A. R. Fonollosa Marta R. Costa-jussá 141 12 0 16 Feb 2024
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules Haoran Xu Weiting Tan Shuyue Stella Li Yunmo Chen Benjamin Van Durme Philipp Koehn Kenton W. Murray 151 7 0 23 May 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages Simeng Sun Maha Elbayad Anna Y. Sun James Cross CLL LRM 123 3 0 07 Feb 2023
DATScore: Evaluating Translation with Data Augmented Translations Moussa Kamal Eddine Guokan Shang Michalis Vazirgiannis 105 5 0 12 Oct 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation Zhi Qu Taro Watanabe 154 7 0 09 Sep 2022
HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation Jian Yang Yuwei Yin Shuming Ma Dongdong Zhang Zhoujun Li Furu Wei 111 10 0 11 Jul 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages Kevin Heffernan Onur cCelebi Holger Schwenk 186 60 0 25 May 2022
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation Paul-Ambroise Duquenne Hongyu Gong Benoît Sagot Holger Schwenk 113 21 0 24 May 2022
Parameter Differentiation based Multilingual Neural Machine Translation Qian Wang Jiajun Zhang 136 21 0 27 Dec 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings Alexandre Berard CLL 106 21 0 20 Oct 2021
An Empirical Investigation of Multi-bridge Multilingual NMT models Anoop Kunchukuttan 146 3 0 14 Oct 2021
Efficient Inference for Multilingual Neural Machine Translation Alexandre Berard Dain Lee Stéphane Clinchant K. Jung Vassilina Nikoulina 191 12 0 14 Sep 2021
More Parameters? No Thanks! Zeeshan Khan Kartheek Akella Vinay P. Namboodiri C. V. Jawahar 83 1 0 20 Jul 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation Wanying Xie Yang Feng Shuhao Gu Dong Yu 138 34 0 14 Jul 2021
Gender Bias in Machine Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 288 220 0 13 Apr 2021
Revisiting Language Encoding in Learning Multilingual Representations Shengjie Luo Ran Bi Shuxin Zheng Guolin Ke Di He Liwei Wang Tie-Yan Liu 93 2 0 16 Feb 2021
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders Junwei Liao Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 81 11 0 12 Feb 2021
Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters Marta R. Costa-jussá Carlos Escolano Christine Basta Javier Ferrando Roser Batlle-Roca Ksenia Kharitonova 107 18 0 24 Dec 2020
Continual Lifelong Learning in Natural Language Processing: A SurveyInternational Conference on Computational Linguistics (COLING), 2025 Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 179 231 0 17 Dec 2020
Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa Carlos Segura 102 18 0 02 Nov 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 132 909 0 21 Oct 2020
Revisiting Modularized Multilingual NMT to Meet Industrial DemandsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 93 21 0 19 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 175 216 0 12 Oct 2020
Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa Mikel Artetxe 84 11 0 29 May 2020