Neuron Specialization: Leveraging intrinsic task modularity for
multilingual machine translation

Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation

17 April 2024

Christof Monz

Papers citing "Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation"

9 / 9 papers shown

Title
MoMa: A Modular Deep Learning Framework for Material Property Prediction Botian Wang Y. Ouyang Yaohui Li Y. Wang Haorui Cui Jianbing Zhang Xiaonan Wang Wei-Ying Ma Hao Zhou 39 0 0 21 Feb 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning Yilei Tu Andrew Xue Freda Shi 49 0 0 17 Feb 2025
Style-Specific Neurons for Steering LLMs in Text Style Transfer Wen Lai Viktor Hangya Alexander M. Fraser 23 5 0 01 Oct 2024
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation Zhe Cao Zhi Qu Hidetaka Kamigaito Taro Watanabe MoE 27 0 0 08 Sep 2024
IKUN for WMT24 General MT Task: LLMs Are here for Multilingual Machine Translation Baohao Liao Christian Herold Shahram Khadivi Christof Monz 25 5 0 21 Aug 2024
Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs Weixuan Wang Barry Haddow Wei Peng Alexandra Birch MILM 25 8 0 13 Jun 2024
Learning Language-Specific Layers for Multilingual Machine Translation Telmo Pires Robin M. Schmidt Yi-Hsiu Liao Stephan Peitz 36 16 0 04 May 2023
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? Derrick Xin Behrooz Ghorbani Ankush Garg Orhan Firat Justin Gilmer MoMe 61 61 0 23 Sep 2022
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 136 116 0 05 Sep 2019