Order Matters in the Presence of Dataset Imbalance for Multilingual
Learning

Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

11 December 2023

Justin Gilmer

Behrooz Ghorbani

Papers citing "Order Matters in the Presence of Dataset Imbalance for Multilingual Learning"

4 / 4 papers shown

Title
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets Tianjian Li Haoran Xu Weiting Tan Kenton Murray Daniel Khashabi 35 1 0 06 Oct 2024
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? Derrick Xin Behrooz Ghorbani Ankush Garg Orhan Firat Justin Gilmer MoMe 67 61 0 23 Sep 2022
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer David Vilar Artem Sokolov 49 15 0 13 Oct 2021
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 206 622 0 06 Jan 2016