Learning Language-Specific Layers for Multilingual Machine Translation

Learning Language-Specific Layers for Multilingual Machine Translation

4 May 2023

Robin M. Schmidt

ArXiv (abs)PDF HTML

Papers citing "Learning Language-Specific Layers for Multilingual Machine Translation"

11 / 11 papers shown

Title
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation Yunlong Liang Fandong Meng Jie Zhou MoE 66 0 0 20 May 2025
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation Zhe Cao Zhi Qu Hidetaka Kamigaito Taro Watanabe MoE 95 2 0 08 Sep 2024
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 173 1 0 12 Jun 2024
Parrot: Multilingual Visual Instruction Tuning Hai-Long Sun Da-Wei Zhou Yangfu Li Shiyin Lu Chao Yi ... Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye MLLM 168 12 0 04 Jun 2024
I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures Timothee Mickus Raúl Vázquez Joseph Attieh 65 0 0 27 Apr 2024
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation Shaomu Tan Di Wu Christof Monz MoMe 113 9 0 17 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 64 4 0 12 Mar 2024
ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation Shaojie Dai Xin Liu Ping Luo Yue Yu LRM 66 1 0 11 Mar 2024
One Wide Feedforward is All You Need Telmo Pires António V. Lopes Yannick Assogba Hendra Setiawan 88 13 0 04 Sep 2023
KIT's Multilingual Speech Translation System for IWSLT 2023 Danni Liu Thai-Binh Nguyen Sai Koneru Enes Yavuz Ugan Ngoc-Quan Pham Tuan-Nam Nguyen Tu Anh Dinh Carlos Mullov A. Waibel Jan Niehues 90 7 0 08 Jun 2023
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 85 7 0 23 May 2023