Distributionally Robust Multilingual Machine Translation

Distributionally Robust Multilingual Machine Translation

9 September 2021

Xian Li

Marjan Ghazvininejad

Graham Neubig

Papers citing "Distributionally Robust Multilingual Machine Translation"

11 / 11 papers shown

Title
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization Hexuan Deng Wenxiang Jiao Xuebo Liu Min Zhang Zhaopeng Tu Zhaopeng Tu VLM 182 0 0 21 Nov 2024
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets Tianjian Li Haoran Xu Weiting Tan Kenton Murray Daniel Khashabi 70 1 0 06 Oct 2024
Large-Scale Methods for Distributionally Robust Optimization Daniel Levy Y. Carmon John C. Duchi Aaron Sidford 58 212 0 12 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 56 202 0 12 Oct 2020
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 62 1,229 0 20 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 166 6,496 0 05 Nov 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 56 485 0 28 Feb 2019
Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig Junjie Hu AI4CE 50 208 0 13 Aug 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 87 2,941 0 23 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 85 343 0 17 Apr 2018
Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach John C. Duchi Peter Glynn Hongseok Namkoong 91 321 0 11 Oct 2016