Training Mixed-Domain Translation Models via Federated Learning

Training Mixed-Domain Translation Models via Federated Learning

3 May 2022

Ankit R. Chadha

Papers citing "Training Mixed-Domain Translation Models via Federated Learning"

16 / 16 papers shown

Title
Adaptive Latent-Space Constraints in Personalized FL Sana Ayromlou D. B. Emerson FedML 49 0 0 12 May 2025
FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization Qianyi Zhao Chen Qu Cen Chen Mingyuan Fan Yanhao Wang 33 1 0 28 Aug 2024
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Yun-Wei Chu Dong-Jun Han Christopher G. Brinton 28 4 0 15 Jan 2024
DP-NMT: Scalable Differentially-Private Machine Translation Timour Igamberdiev Doan Nam Long Vu Felix Künnecke Zhuo Yu Jannik Holmer Ivan Habernal 34 7 0 24 Nov 2023
Tunable Soft Prompts are Messengers in Federated Learning Chenhe Dong Yuexiang Xie Bolin Ding Ying Shen Yaliang Li FedML 46 7 0 12 Nov 2023
A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets Fatemeh Tavakoli D. B. Emerson Sana Ayromlou John Jewell Amrit Krishnan Yuchong Zhang A. Verma Fahad Razak FedML 36 1 0 28 Sep 2023
Fingerprint Attack: Client De-Anonymization in Federated Learning Qiongkai Xu Trevor Cohn Olga Ohrimenko FedML 23 2 0 12 Sep 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter Yi Liu Xiaohan Bi Lei Li Sishuo Chen Wenkai Yang Xu Sun FedML 32 12 0 21 May 2023
Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization Rong Pan Jianzong Wang Lingwei Kong Zhangcheng Huang Jing Xiao FedML 38 2 0 23 Apr 2023
Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios Karim Gamal A. Gaber Hossam Amer FedML 19 6 0 30 Mar 2023
Federated Nearest Neighbor Machine Translation Yichao Du Zhirui Zhang Bingzhe Wu Lemao Liu Tong Xu Enhong Chen FedML 29 6 0 23 Feb 2023
Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning Chenhe Dong Yuexiang Xie Bolin Ding Ying Shen Yaliang Li FedML 24 5 0 12 Dec 2022
GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning Hanchi Ren Jingjing Deng Xianghua Xie SILM AAML FedML 56 100 0 02 May 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Yue Liu Yiqun Diao Quan Chen Bingsheng He FedML OOD 92 946 0 03 Feb 2021
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation Su Wang Mengyuan Lee Seyyedali Hosseinalipour Roberto Morabito M. Chiang Christopher G. Brinton FedML 77 110 0 04 Jan 2021
FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning Suyu Ge Fangzhao Wu Chuhan Wu Tao Qi Yongfeng Huang Xing Xie 158 56 0 20 Mar 2020